1. Efficiency of Uniform Grids for Intersection Detection on Sequential and
Parallel Machines, W.R. Franklin, M.S. Kankanhalli, C. Narayanaswami,
M. Seshan and V. Akman, Proc. Computer Graphics International 1988,
pp. 288-297, Geneva, May 24-27 1988.
2. Efficient Primitive Geometric Operations on Large Databases, Proceedings
National Conference Challenge for the 1990s Geographic Information Systems
(Canadian Institute of Surveying and Mapping), W.R. Franklin, M.S.
Kankanhalli and C. Narayanaswami, pp. 1247-1256, Feb 27-Mar 3, 1989, Ottawa.
3. Uniform Grids: A Technique for Intersection Detection on Serial and
Parallel Machines, W.R. Franklin, M.S. Kankanhalli, C. Narayanaswami,
D. Sun, P. Wu and M. Zhou, Proc. Ninth International Symposium on
Computer-Assisted Cartography, pp. 100-109, Baltimore, April 2-7, 1989.
4. Geometric Computing and Uniform Grid Technique, Computer-Aided Design,
V. Akman, W.R. Franklin, M.S. Kankanhalli and C. Narayanaswami, Vol. 21,
No. 7, pp. 410-420, September 1989.
5. Parallel Geometric Algorithms, W.R. Franklin, M.S. Kankanhalli and C.
Narayanaswami, Proc. SIAM Conference on Geometric Design, Tempe, Arizona,
Nov 6-10 1989.
6. Efficient Geometric Algorithms for CAD, W.R. Franklin, M.S. Kankanhalli,
C. Narayanaswami, V. Akman and P. Wu, Geometric Modeling for Product
Engineering -- Proc. IFIP TC 5/WG 5.2 Second Workshop on Geometric Modeling,
pp. 485-498, North-Holland Publishers, 1990.
7. Parallel Object-Space Hidden Surface Removal, W.R. Franklin and M.S.
Kankanhalli, Computer Graphics, Vol. 24, No. 4, pp. 87-94, August 1990.
(Also Proc. 17th International Conference on Computer Graphics and
Interactive Techniques SIGGRAPH 90')
8. Generating A Linear Octree From Voxel Data For A Connected Object,
R.B. Shu and M.S. Kankanhalli, SPIE VIth International Conference on
Medical Imaging, Newport Beach, CA, February 1992, pp. 17-25.
9. Local Smoothing of Digital Image Borders, W.L. Nowinski and M.S.
Kankanhalli, Proc. 2nd Singapore IEEE International Conference on Image
Processing, September 1992, pp. 331-335, World Scientific.
10. Artifact Removal from CT Images, W.L. Nowinski, M.S. Kankanhalli and
C.P. Yu, Proc. 2nd Singapore IEEE International Conference on Image
Processing, September 1992, pp. 346-350, World Scientific.
11. Worst and Average Case Evaluation of Heuristics for Multi-processor
Scheduling, R.B. Shu, M.S. Kankanhalli and W. Wang, International
Journal of High Speed Computing, Vol. 4, No. 4, pp. 333-344, December 1992.
12. Volume Modeling for Orthopedic Surgery, M.S. Kankanhalli, C.P. Yu and
R.C. Krueger, International Conference on Computer Graphics, pp. 303-315,
Mumbai, North-Holland Publishers, 1993.
13. An Adaptive Dominant Point Detection Algorithm for Digital Curves,
M.S. Kankanhalli, Pattern Recognition Letters, Vol. 14, No. 5,
pp. 385-390, May 1993.
14. Volumes from Overlaying 3-D Triangulations in Parallel, W.R. Franklin and
M.S. Kankanhalli, Proc. 3rd International Symposium on Large Spatial
Databases, Springer-Verlag LNCS Vol. 692, pp. 477-489, Singapore, June 1993.
15. Multidimensional On-line Bin-packing: An Algorithm and its Average-case
Analysis, E.C. Chang, W. Wang and M.S. Kankanhalli, Information Processing
Letters, Vol. 48, No. 3, pp. 121-125, November 1993.
16. Efficient Linear Octree Generation from Voxels, R.B. Shu and M.S.
Kankanhalli, Image and Vision Computing Journal, Vol. 12, No. 5,
pp. 297-303, June 1994.
17. Handling Small Features in Isosurface Generation using Marching Cubes,
C. Zhou, M.S. Kankanhalli and R.B. Shu, Computers & Graphics, Vol. 18,
No. 6, pp. 845-848, December 1994.
18. Color Matching for Image Retrieval, B.M. Mehtre, M.S. Kankanhalli,
A.D. Narasimhalu and G.C. Man, Pattern Recognition Letters, Vol. 16,
pp. 325-331, March 1995.
19. Area And Perimeter Computation of the Union of a Set of Iso-rectangles in
Parallel, M.S. Kankanhalli and W.R. Franklin, Journal of Parallel and
Distributed Computing, Vol. 27, No. 2, pp. 107-117, June 1995.
20. Color Indexing for Efficient Image Retrieval, G.P. Babu, B.M. Mehtre and
M.S. Kankanhalli, Multimedia Tools and Applications, Vol. 1, No. 4,
pp. 327-348, November 1995.
21. Selectively Meshed Surface Representation, C. Zhou, R.B. Shu and
M.S. Kankanhalli, Computers & Graphics, Vol. 19, No. 6, pp. 793-804,
December 1995.
22. Adaptive Marching Cubes, R.B. Shu, C. Zhou and M.S. Kankanhalli, The
Visual Computer Journal, Vol. 11, No. 4, pp. 202-217, 1995.
23. A Spatial Algebra for Content-based Retrieval, X.D. Jiang, J.K. Wu and
M.S. Kankanhalli, Proc. Second Asian Conference on Computer Vision ACCV '95,
Vol. II, pp. 27-31, Singapore, December 1995.
24. Cluster-based Color Matching for Image Retrieval, M.S. Kankanhalli,
B.M. Mehtre and J.K. Wu Pattern Recognition, Vol. 29, No. 4, pp. 701-708,
1996.
25. Shape Measures for Content Based Image Retrieval: A Comparison,
B.M. Mehtre, M.S. Kankanhalli and W.F. Lee, Information Processing and
Management, Vol. 33, No.3, pp.319-337, 1997.
26. Benchmarking Multimedia Databases, A.D. Narasimhalu, M.S. Kankanhalli and
J.K. Wu, Multimedia Tools and Applications, Volume 4, No. 3, pp. 333-356,
May 1997.
27. Content-based Image Retrieval Using a Composite Color-Shape Approach,
B.M. Mehtre, M.S. Kankanhalli and W.F. Lee, Information Processing and
Management, Vol. 34, No. 1, pp. 109-120, 1998.
28. Content-based Representative Frame Extraction for Digital Video,
X.D. Sun, M.S. Kankanhalli, Y.W. Zhu and J.K. Wu, Proc. IEEE International
Conference on Multimedia Computing and Systems (ICMCS 1998), pp. 190-193,
Austin, Texas, July 1998.
29. Content-based Watermarking of Images, M.S. Kankanhalli, Rajmohan and
K.R. Ramakrishnan, Proc. of The 6th ACM International Multimedia
Conference, pp. 61-70, Bristol, UK, September 1998.
30. Color & Spatial Feature for Content-based Image Retrieval, M.S. Kankanhalli,
B.M. Mehtre and H.Y. Huang, Pattern Recognition Letters, Vol. 20, No. 1,
pp. 109-118, 1999.
31. Adaptive Visible Watermarking of Images, M.S. Kankanhalli, Rajmohan and
K.R. Ramakrishnan, IEEE International Conference on Multimedia Computing
and Systems (ICMCS 1999), Florence, Italy, June 1999.
32. Relevance Feedback Techniques for Image Retrieval using Multiple
Attributes, T.S. Chua, C.X. Chu and M.S. Kankanhalli, IEEE International
Conference on Multimedia Computing and Systems (ICMCS 1999), Florence,
Italy, June 1999.
33. Stratification Approach to Modeling Video, T.S. Chua, L.P. Chen and M.S.
Kankanhalli, Proc. International Conference on Multimedia Modeling
(MMM 1999), pp. 179-192, Ottawa, Canada, October 1999.
34. A Dual Watermarking Technique for Images, S.P. Mohanty, K.R.
Ramakrishnan and M.S. Kankanhalli, Proc. of The 7th ACM International
Multimedia Conference (ACMMM 1999), Part 2, pp. 49-51, Orlando,
Florida, November 1999.
35. A General Framework for Video Segmentation based on Temporal
Multi-resolution Analysis, T.S. Chua, Y. Lin and M.S. Kankanhalli,
Proc. International Workshop on Advanced Image Technology (IWAIT 2000),
pp. 119-124, Fujisawa, Japan, January 2000.
36. Temporal Multiresolution Analysis for Video Segmentation, Y. Lin,
T.S. Chua and M.S. Kankanhalli, Proc. SPIE Conference on Storage and
Retrieval for Media Databases 2000, Vol. 3972, pp. 494-505, San Jose,
January 2000.
37. Video Modeling Using Strata-based Annotation, M.S. Kankanhalli and T.S.
Chua, IEEE Multimedia, Vol. 7, No. 1, pp. 68-74, Jan-Mar 2000.
38. A DCT Domain Visible Watermarking Technique for Images, S.P. Mohanty,
K.R. Ramakrishnan, M.S. Kankanhalli, IEEE International Conference on
Multimedia and Expo (ICME 2000), Aug 2000, New York.
39. Robust Invisible Watermarking of Volume Data, Y.H. Wu, X. Guan,
M.S. Kankanhalli, Z.Y. Huang, 27th International Conference on Computer
Graphics and Interactive Techniques (SIGGRAPH 2000), Sketches
& Applications, pp. 252, July 2000.
40. An Adaptive DCT Domain Visible Watermarking Technique for
Protection of Publicly Available Images, S.P. Mohanty, K.R.
Ramkrishnan, M.S. Kankanhalli, International Conference on Multimedia
Processing and Systems (ICMPS 2000), Chennai, India, August 13-15, 2000.
41. A Caching and Streaming Framework for Multimedia, S. Paknikar, M.S.
Kankanhalli, K.R. Ramakrishnan, S.H. Srinivasan, L.H. Ngoh,
Proc. ACM International Conference on Multimedia (ACMMM 2000),
Los Angeles, Oct 30 - Nov. 3, 2000.
42. Security and Copyright Protection for Broadcast Video, S. Emmanuel,
M.S. Kankanhalli, International Conference on Multimedia Modeling
(MMM 2000), pp. 123-140, Nagoya, Japan, Nov 2000.
43. Invisible Watermarking of Volume Data using Wavelet Transform,
Xin Guan, Yinghui Wu, M.S. Kankanhalli, Z.Y. Huang, International
Conference on Multimedia Modeling (MMM 2000), pp. 153-166, Nagoya,
Japan, Nov 2000.
44. An Automated Compressed-domain Face Detection Method for Video
Stratification, T.S. Chua, Y.L. Zhao, M.S. Kankanhalli, International
Conference on Multimedia Modeling (MMM 2000), pp. 333-348, Nagoya,
Japan, Nov 2000.
45. Video Summarization using R-Sequences, Journal of Real-Time
Imaging, X.D. Sun and M.S. Kankanhalli, Vol. 6, No. 6,
pp. 449-459, Dec 2000.
46. A System for Security and Copyright Protection in Broadcast Video,
S. Emmanuel, M.S. Kankanhalli, Proc. International Workshop on Advanced
Image Technology (IWAIT 2001), Taejon, Korea, February 2001.
47. Robust Invisible Watermarking of Volume Data Using the 3D DCT,
Y. Wu, X. Guan, M. S. Kankanhalli, and Z. Huang, Proc. Computer
Graphics International (CGI 2001), pp. 347-350, July 2001.
48. Melody Curve Processing for Music Retrieval, Y.W. Zhu, C.S. Xu and M.S.
Kankanhalli, IEEE International Conference on Multimedia and Expo
(ICME2001), Tokyo, Japan, August 2001.
49. Copyright Protection for MPEG-2 Compressed Broadcast Video, S. Emmanuel
and M.S. Kankanhalli, IEEE International Conference on Multimedia and Expo
(ICME2001), Tokyo, Japan, August 2001.
50. Mask-based Interactive Watermarking Protocol for Video, S. Emmanuel
and M.S. Kankanhalli, Proc. SPIE International Symposium on the
Convergence of Information Technologies and Communications (ITCOM 2001),
Denver, August 2001.
51. Authentication of Volume Data Using Wavelet-Based Foveation,
M.S. Kankanhalli, E.C. Chang, X. Guan, Z. Huang and Y. Wu, Proc.
6th Eurographics Workshop on Multimedia (EGMM 2001), In J A Jorge,
N M Correia, H Jones and M B Kamegai (eds.) Multimedia 2001,
Springer-Verlag/Wien, ISBN 3-211-83769-8. pp. 119-130, 2002.
52. Pitch Tracking and Melody Slope Matching for Song Retrieval,
Y.W. Zhu, M.S Kankanhalli and C.S. Xu, Proc. Second IEEE
Pacific-Rim Conference on Multimedia (PCM 2001), Beijing, October 2001.
53. Compressed Domain Summarization of Digital Video, C.M. Chew and
M.S Kankanhalli, Proc. Second IEEE Pacific-Rim Conference on
Multimedia (PCM 2001), Beijing, October 2001.
54. Authentication of Volume Data, M.S. Kankanhalli, E.C. Chang, X. Guan,
Z. Huang and Y. Wu, Proc. IEEE Visualization 2001 Conference, San
Diego, October 2001.
55. Watermarking of Electronic Text Documents, M.S. Kankanhalli and K.F. Hau,
Electronic Commerce Research, Vol. 2, No. 1/2, pp. 169-187, Kluwer
Academic Publishers, 2002.
56. Face Detection using DCT Coefficients in MPEG Video, J. Wang, M.S.
Kankanhalli, P. Mulhem and H.H. Abdulredha, Proc. Fifth International
Workshop on Advanced Image Technology (IWAIT 2002), pp. 66-70, Hualien,
Taiwan, January 2002.
57. Detection of Human Faces in Compressed Domain for Video Stratification,
T.S. Chua, Y.L. Zhao, M.S. Kankanhalli, The Visual Computer, Vol. 18,
No. 2, pp. 121-133, April 2002.
58. Compressed Domain Scrambler/Descrambler for Digital Video, M.S.
Kankanhalli and T.G. Teo, IEEE Transactions on Consumer Electronics,
Vol. 48, No. 2, pp. 356-365, May 2002.
59. Compressed Domain Object Tracking for Automatic Indexing of Objects
in MPEG Home Video, A.S.V. Radhakrishna, M.S. Kankanhalli and P. Mulhem,
Proc. IEEE International Conference in Multimedia and Expo (ICME 2002),
Lausanne, August 2002.
60. Erasing Video Logos Based on Image Inpainting, W.Q. Yan and M.S.
Kankanhalli, Proc. IEEE International Conference in Multimedia and
Expo (ICME 2002), Lausanne, August 2002.
61. Detection and Removal of Lighting & Shaking Artifacts in Home
Video, W.Q. Yan and M.S. Kankanhalli, Proc. ACM International
Conference on Multimedia (ACMMM 2002), Juan Les Pins, France, December 2002.
62. Statistical Analysis of Musical Instruments, N.C. Maddage, C.S. Xu,
C.H. Lee, M. Kankanhalli and Q. Tian, Proc. Third IEEE Pacific-Rim
Conference on Multimedia (PCM 2002), Hsinchu, December 2002.
63. Similarity Matching of Continuous Melody Contours for Humming
Querying of Melody Databases, Y.W. Zhu and M. Kankanhalli, Proc.
Fifth IEEE International Worskshop on Multimedia Signal Processing
(MMSP 2002), US Virgin Islands, December 2002.
64. An Improved Method for Image Retrieval Using Speech Annotation,
J. Chen, T. Tan, P. Mulhem and M.S. Kankanhalli, Proc. 9th International
Conference on Multimedia Modeling (MMM 2003), pp. 15-32, Taipei,
January 2003.
65. Semantic Video Annotation and Vague Query, Q.Y. Zhang, M.S. Kankanhalli
and P. Mulhem, Proc. 9th International Conference on Multimedia
Modeling (MMM 2003), pp. 190-208, Taipei, January 2003.
66. A Sensor Fusion Based Object Tracker for Compressed Video, R. Achanta,
J. Wang and M.S. Kankanhalli, Proc. Sixth International Workshop on
Advanced Image Technology (IWAIT 2003), Nagasaki, Japan, January 2003.
67. A 3D Shape Matching Framework, E.-C. Chang, Z.Y. Huang, M.S. Kankanhalli
and R. Xu, Proc. First International Conference on Computer Graphics and
Interactive Techniques in Australasia and South East Asia (GRAPHITE 2003),
Melbourne, February 2003, pp. 269-270.
68. Feature Extraction of Volume Data Based on Multi-Scale Representation,
Y. Wu, E.-C. Chang, Z.Y. Huang and M.S. Kankanhalli, Proc. First
International Conference on Computer Graphics and Interactive Techniques
in Australasia and South East Asia (GRAPHITE 2003), Melbourne,
February 2003, pp. 175-180.
69. A Digital Rights Management Scheme for Broadcast Video, S. Emmanuel
and M.S. Kankanhalli, Springer Multimedia Systems Journal, Vol. 8, No. 6,
pp. 444-458, 2003.
70. Robust Image Authentication Using Content-based Compression, E.C. Chang,
M.S. Kankanhalli, X. Guan, Z.Y. Huang and Y.H. Wu, ACM Multimedia
Systems Journal, Vol. 9, No. 2, pp. 121-130, 2003.
71. Pivot Vector Space Approach for Audio-Video Mixing, P. Mulhem, M.S.
Kankanhalli, H. Hassan and J. Yi, IEEE Multimedia, Vol. 10, No. 2,
pp. 28-40, April-June 2003. [special issue on Computational Media
Aesthetics].
72. A Hierarchical Framework for Face Tracking Using State Vector Fusion
for Compressed Video, J. Wang, R. Achanta, M.S. Kankanhalli and P. Mulhem,
IEEE International Conference on Acoustics, Speech, and Signal Processing
(ICASSP 2003), Hong Kong, April 2003.
73. Harmonicity and Dynamics based Audio Separation, S.H. Srinivasan and
M.S. Kankanhalli, IEEE International Conference on Acoustics, Speech,
and Signal Processing (ICASSP 2003), Hong Kong, April 2003.
74. Motion Trajectory Based Video Authentication, W.Q. Yan and M.S.
Kankanhalli, IEEE International Symposium on Circuits and Systems
(ISCAS 2003), Bangkok, May 2003.
75. Scrambling of Engineering Drawings, W.Q. Yan and M.S. Kankanhalli,
Proc. IEEE International Conference on Multimedia and Expo (ICME 2003),
Baltimore, July 2003.
76. Colorizing Infrared Home Videos, W.Q. Yan and M.S. Kankanhalli,
Proc. IEEE International Conference on Multimedia and Expo (ICME 2003),
Baltimore, July 2003.
77. Semantic Video Summarization in Compressed Domain MPEG Video, J.C.S. Yu,
M.S. Kankanhalli and P. Mulhem, Proc. IEEE International Conference on
Multimedia and Expo (ICME 2003), Baltimore, July 2003.
78. Creating Audio Keywords for Event Detection in Soccer Video, M. Xu, N.C.
Maddage, C.S. Xu, M.S. Kankanhalli and Q. Tian, Proc. IEEE International
Conference on Multimedia and Expo (ICME 2003), Baltimore, July 2003.
79. Wide Baseline Spectral Matching, S.H. Srinivasan and M.S. Kankanhalli,
Proc. IEEE International Conference on Multimedia and Expo (ICME 2003),
Baltimore, July 2003.
80. A Robust Music Retrieval Method for Query-by-Humming, Y.W. Zhu and
M.S. Kankanhalli, Proc. International Conference on Information
Technology: Research and Education (ITRE 2003), Newark, August 2003.
81. Fractional Scaling of Image and Video in DCT Domain, Y.L. Zhao, M.S.
Kankanhalli and T.S. Chua, Proc. IEEE International Conference on Image
Processing (ICIP 2003), Barcelona, September 2003.
82. Automatically Generating Summaries for Musical Video, X. Shao, C.S. Xu
and M.S. Kankanhalli, Proc. IEEE International Conference on Image
Processing (ICIP 2003), Barcelona, September 2003.
83. Lossless Watermarking Considering the Human Visual System, M. Awrangjeb
and M.S. Kankanhalli, Proc. International Workshop on Digital
Watermarking (IWDW 2003), Seoul, October 2003.
84. Print Signatures for Document Authentication, B. Zhu, J.K. Wu and
M.S. Kankanhalli, Proc. ACM Conference on Computer and Communications
Security (ACM CCS 2003), Washington, October 2003.
85. Music Scale Modeling for Melody Matching, Y.W. Zhu and M.S. Kankanhalli,
Proc. ACM International Conference on Multimedia (ACMMM 2003), Berkeley,
November 2003.
86. Experience based Sampling Technique for Multimedia Analysis, J. Wang
and M.S. Kankanhalli, Proc. ACM International Conference on
Multimedia (ACMMM 2003), Berkeley, November 2003.
87. Experiential Sampling for Video Surveillance, J. Wang, M.S. Kankanhalli,
W.Q. Yan and R. Jain, Proc. First ACM International Workshop on Video
Surveillance 2003, Berkeley, November 2003.
88. Dynamic Watermarking of Images, M. Bansal, W.Q. Yan and M.S. Kankanhalli,
Proc. IEEE Pacific-Rim Conference On Multimedia (PCM 2003), Singapore,
December 2003.
89. Robust and Efficient Pitch Tracking for Query-by-Humming, Y.W. Zhu and
M.S. Kankanhalli, Proc. IEEE Pacific-Rim Conference On Multimedia
(PCM 2003), Singapore, December 2003.
90. Applying Neural Network on Content-based Audio Classification, X. Shao,
C.S. Xu and M.S. Kankanhalli, Proc. IEEE Pacific-Rim Conference On
Multimedia (PCM 2003), Singapore, December 2003.
91. Soccer Video Event Detection with Visual Keywords, Y.L. Kang, J.H. Lim,
Q. Tian and M.S. Kankanhalli, Proc. IEEE Pacific-Rim Conference On
Multimedia (PCM 2003), Singapore, December 2003.
92. Semantic Labeling of Soccer Video, J.H. Lim, H.P. Sun, Q. Tian and
M.S. Kankanhalli, Proc. IEEE Pacific-Rim Conference On Multimedia
(PCM 2003), Singapore, December 2003.
93. Music Synthesis for Home Videos: An Analogy based Approach, M. Nayak,
S.H. Srinivasan and M.S. Kankanhalli, Proc. IEEE Pacific-Rim Conference On
Multimedia (PCM 2003), Singapore, December 2003.
94. An Information-integration Approach to Designing Digital Video Albums,
C. Madhwacharyula, J. Wang, W, Yan, J. Yi, A. Radhakrishna, S. Bissol,
J, Yu, Z, Qiuying, S.H. Srinivasan, H. Hassan, P. Mulhem and
M.S. Kankanhalli, Proc. IEEE Pacific-Rim Conference On Multimedia
(PCM 2003), Singapore, December 2003.
95. Adaptive Monitoring for Video Surveillance, J. Wang, W.Q. Yan, M.S.
Kankanhalli, R. Jain and M.J.T. Reinders, Proc. IEEE Pacific-Rim
Conference On Multimedia (PCM 2003), Singapore, December 2003.
96. Event Detection in Basketball Video using Multiple Modalities, M. Xu,
L.Y. Duan, C.S. Xu, M.S. Kankanhalli and Q. Tian, Proc. IEEE Pacific-Rim
Conference On Multimedia (PCM 2003), Singapore, December 2003.
97. A Hierarchical Signature Scheme for Robust Video Authentication using
Secret Sharing, P.K. Atrey, W.Q. Yan, E.C. Chang and M.S. Kankanhalli,
Proc. International Conference on Multimedia Modeling (MMM 2004),
Brisbane, January 2004.
98. Visual Cryptography for Print and Scan Applications, W.Q. Yan and M.S.
Kankanhalli, Proc. 2004 IEEE International Symposium on Circuits and
Systems (ISCAS 2004), Vancouver, May 2004.
99. Harmonicity and Dynamics based Features for Audio, S.H Srinivasan and
M.S. Kankanhalli, Proc. International Conference on Acoustics, Speech,
and Signal Processing (ICASSP 2004), Montreal, May 2004.
100. Automatic Music Summarization in Compressed Domain, X. Shao, C.S. Xu,
Y. Wang and M. Kankanhalli, Proc. International Conference on Acoustics,
Speech, and Signal Processing (ICASSP 2004), Montreal, May 2004.
101. Automatically Summarize Musical Audio Using Adaptive Clustering, C.S. Xu,
X. Shao, N.C. Maddage, M.S. Kankanhalli and Q. Tian, Proc. IEEE
International Conference on Multimedia and Expo (ICME 2004), Taipei,
July 2004.
102. Content Based Editing of Semantic Video Data, C.L. Madhwacharyula, M.S.
Kankanhalli and P. Mulhem, Proc. IEEE International Conference on
Multimedia and Expo (ICME 2004), Taipei, July 2004.
103. Mosaic Based View Enlargement for Moving Objects in Moving Pictures,
H. Shen, M.S. Kankanhalli, S.H. Srinivasan and W.Q. Yan, Proc. IEEE
International Conference on Multimedia and Expo (ICME 2004), Taipei,
July 2004.
104. A Method for Solmization of Melody, Y.W. Zhu and M.S. Kankanhalli, Proc.
IEEE International Conference on Multimedia and Expo (ICME 2004), Taipei,
July 2004.
105. Video Content Representation on Tiny Devices, J. Wang, M. Reinders, R.
Lagendijk, J. Lindberg and M. Kankanhalli, Proc. IEEE International
Conference on Multimedia and Expo (ICME 2004), Taipei, July 2004.
106. Unsupervised Classification of Music Genre using Hidden Markov Model,
X. Shao, C.S. Xu and M.S. Kankanhalli, Proc. IEEE International Conference
on Multimedia and Expo (ICME 2004), Taipei, July 2004.
107. Visual Keywords Labeling in Soccer Video, Y.L. Kang, J.H. Lim, Q. Tian
and M.S. Kankanhalli, Proc. International Conference on Pattern Recognition
(ICPR 2004), Cambridge, August 2004.
108. Key-Based Melody Segmentation for Popular Songs, Y.W. Zhu and M.S.
Kankanhalli, Proc. International Conference on Pattern Recognition
(ICPR 2004), Cambridge, August 2004.
109. Content-based Music Structure Analysis with Applications to Music
Semantics Understanding, N.C. Maddage, C.S. Xu, M.S. Kankanhalli,
X. Shao, Proc. ACM International Conference on Multimedia (ACMMM 2004),
New York, October 2004.
110. Probabilistic Fusion for Correlated Multimedia Streams, P.K. Atrey and
M.S. Kankanhalli, Proc. ACM International Conference on Multimedia
(ACMMM 2004), New York, October 2004.
111. A New Approach to Automatic Music Video Summarization, X. Shao, C.S. Xu
and M.S. Kankanhalli, Proc. International Conference on Image Processing
(ICIP 2004), Singapore, October 2004.
112. Trust Establishment in Large Scale Grid Settings, B. Zhu, T.Y. Li,
H.F. Zhu, M.S. Kankanhalli, F. Bao and R.H. Deng, Proc. Third International
Conference on Grid and Cooperative Computing (GCC 2004), pp. 317-324,
Springer-Verlag LNCS Vol. 3251, October 2004.
113. Anonymous Secure Routing in Mobile Ad-Hoc Networks, B. Zhu, Z. Wang, F.
Bao, R. Deng and M.S. Kankanhalli, Proc. 29th Annual IEEE Conference on
Local Computer Networks (LCN 2004), Tampa, November 2004.
114. Music Key Detection for Musical Audio, Y.W. Zhu, M.S. Kankanhalli and
S. Gao, Proc. International Conference on Multimedia Modeling (MMM 2005),
Melbourne, January 2005.
115. Reversible Watermarking Using a Perceptual Model, M. Awrangjeb and M.S.
Kankanhalli, Journal of Electronic Imaging, Vol. 14, No. 1, Jan-Mar 2005.
116. Automatic Music Summarization based on Music Structure Analysis,
X. Shao, N.C. Maddage, C.S. Xu and M.S. Kankanhalli, Proc. International
Conference on Acoustics, Speech, and Signal Processing (ICASSP 2005),
Philadelphia, March 2005.
117. Providing Efficient Certification Services Against Active Attacks
in Ad Hoc Networks, B. Zhu, G. Wang, Z. Wan, M.S. Kankanhalli, F. Bao
and R.H. Deng, Proc. IEEE International Performance Computing and
Communications Conference (IPCCC 2005), Phoenix, April 2005.
118. Progressive Scrambling for MP3 Audio, W.G. Fu, W.Q. Yan and M.S.
Kankanhalli, Proc. 2005 IEEE International Symposium on Circuits and
Systems (ISCAS 2005), Kobe, May 2005.
119. Efficient and Robust Key Management for Large Mobile Ad-hoc Networks,
B. Zhu, F. Bao, R.H. Deng, M.S. Kankanhalli and G. Wang, Computer
Networks Journal, Vol. 48, No. 4, pp. 657-682, July 2005.
120. Goal Based Optimal Selection of Media Streams, P.K. Atrey and
M.S. Kankanhalli, Proc. IEEE International Conference on Multimedia
and Expo (ICME 2005), Amsterdam, July 2005.
121. Automatic Music Video Summarization Based on Audio-Visual-Text
Analysis and Alignment, C.S. Xu, X. Shao, N.C. Maddage and
M.S. Kankanhalli, Proc. ACM SIGIR Conference on Research and
Development in Information Retrieval (SIGIR 2005), Brazil, Aug 2005.
122. Progressive Color Visual Cryptography, D. Jin, W.Q. Yan and M.S.
Kankanhalli, Journal of Electronic Imaging, Vol. 14, No. 3, Jul-Sep 2005.
123. Timeline-based Information Assimilation in Multimedia Surveillance and
Monitoring Systems, P.K. Atrey, M.S. Kankanhalli and R. Jain, Proc.
3rd ACM International Workshop on Video Surveillance and Sensor
Networks 2005 (VSSN 2005), Singapore, Nov 2005.
124. Automatic Video Logo Detection and Removal, W.Q. Yan, J. Wang and
M.S. Kankanhalli, Springer Multimedia Systems Journal, Vol. 10, No. 5,
pp. 379-391, 2005.
125. Analogies Based Video Editing, W.Q. Yan, J. Wang and M.S. Kankanhalli,
Springer Multimedia Systems Journal, Vol. 11, No. 1, pp. 3-18, 2005.
126. Precise Pitch Profile Feature Extraction from Musical Audio for Key
Detection, Y.W. Zhu and M.S. Kankanhalli, IEEE Transactions on
Multimedia, Vol. 8, No. 3, pp. 575-584, 2006.
127. Modeling Intents for Home Video Repurposing, R. Achanta, W.Q. Yan and
M.S. Kankanhalli, IEEE Multimedia, Vol. 13, No. 1, pp. 46-55, 2006.
128. Automatic Summarization of Music Videos, X. Shao, C.S. Xu, N.C. Maddage,
M.S. Kankanhalli, Q. Tian, J.S. Jin, ACM Transactions on Multimedia
Computing, Communications and Applications, , Vol. 2, No. 2, pp. 127-148,
2006.
129. Audio-based Event Detection for Multimedia Surveillance, P.K. Atrey,
N.C. Maddage and M.S. Kankanhalli, Proc. International Conference on
Acoustics, Speech, and Signal Processing (ICASSP 2006), Toulose, May 2006.
130. Experiential Sampling Based Foreground/Background Segmentation for Video
Surveillance, P. K. Atrey, V. Kumar, A. Kumar and M. S. Kankanhalli,
IEEE International Conference on Multimedia and Expo (ICME 2006),
July 2006, Toronto, Canada.
131. A Collection-oriented Metadata Framework for Digital Images, W. Ku,
M. S. Kankanhalli and J.H. Lim, IEEE International Conference on
Multimedia and Expo (ICME 2006), July 2006, Toronto, Canada.
132. Predominant Vocal Pitch Detection in Polyphonic Music, X. Shao, C.S. Xu
and M.S. Kankanhalli, IEEE International Conference on Multimedia and
Expo (ICME 2006), July 2006, Toronto, Canada.
133. A Vector Space Modeling Approach for Music Content Indexing and
Retrieval, N.C. Maddage, H.Z. Li and M.S. Kankanhalli, Proc. International
ACM SIGIR Conference on Information Retrieval (SIGIR 2006), pp. 67-74,
Aug 2006, Seattle.
134. Non-Identical Duplicate Video Detection Using the SIFT Method, K. Vaiapury,
P.K. Atrey, M.S. Kankanhalli and K.R. Ramakrishnan, IEE International
Conference on Visual Information Engineering (VIE'2006), Sep 2006, India.
135. An Anonymous Routing Protocol with the Local-Repair Mechanism for Mobile
Ad Hoc Networks, B. Zhu, S. Jajodia, M.S. Kankanhalli, F. Bao and
R.H. Deng, IEEE Conference on Sensor, Mesh and Ad Hoc Communications and
Networks (SECON2006), Sep 2006, Reston, USA.
136. Experiential Sampling in Multimedia Systems, M.S. Kankanhalli, J. Wang
and R. Jain, IEEE Transactions on Multimedia, Vol. 8, No. 5, pp. 937-946,
2006.
137. Experiential Sampling on Multiple Data Streams, M.S. Kankanhalli, J. Wang
and R. Jain, IEEE Transactions on Multimedia, Vol. 8, No. 5, pp. 947-955,
2006.
138. A Design Methodology for Selection and Placement of Sensors in Multimedia
Surveillance Systems, G.S.V.S. Sivaram, K.R. Ramakrishnan, P.K. Atrey,
V.K. Singh and M.S. Kankanhalli, Proc. 4th ACM International Workshop
on Video Surveillance and Sensor Networks 2006 (VSSN 2006), pp. 121-130,
Santa Barbara, Oct 2006.
139. Mask-based Fingerprinting Scheme for Digital Video Broadcasting,
S. Emmanuel and M.S. Kankanhalli, Multimedia Tools and Applications,
Vol. 31, No. 2, pp. 145-170, November 2006.
140. Metadata Handling: A Video Perspective, C. Madhwacharyula, M. Davis,
P. Mulhem and M.S. Kankanhalli, ACM Transactions on Multimedia
Computing, Communications and Applications, Vol. 2, No. 4, pp. 358-388,
November 2006.
141. Information Assimilation Framework for Event Detection in Multimedia
Surveillance Systems, P.K. Atrey, M.S. Kankanhalli and R. Jain, Springer
Multimedia Systems Journal, Vol. 12, No. 3, pp. 239-253, December 2006.
142. Using Camera Settings Templates to Classify Photos, W. Ku, M.S. Kankanhalli
and J.H. Lim, International Workshop on Advanced Image Technology
(IWAIT 2007), Bangkok, January 2007.
143. Metadata Management, Reuse, Inference & Propagation in a
Collection-Oriented Metadata Framework for Digital Images, W. Ku, M.S.
Kankanhalli and J.H. Lim, International Conference on Multimedia
Modeling (MMM 2007), Vol. 2, pp. 145-154, Singapore, January 2007.
144. Coopetitive Multimedia Surveillance, V.K. Singh, P.K. Atrey and M.S.
Kankanhalli, International Conference on Multimedia Modeling (MMM 2007),
Vol. 2, pp. 343-352, Singapore, January 2007.
145. Confidence Building among Correlated Streams in Multimedia Surveillance
Systems, P.K. Atrey, M.S. Kankanhalli and A.E. Saddik, International
Conference on Multimedia Modeling (MMM 2007), Vol. 2, pp. 155-164,
Singapore, January 2007.
146. Render Sequence Encoding for Electronic Document Authentication,
B. Zhu, J.K. Wu and M.S. Kankanhalli, IEEE Transactions on Multimedia,
Vol. 9, No. 1, pp. 16-24, January 2007.
147. Goal-oriented Optimal Subset Selection of Correlated Multimedia Streams,
P.K. Atrey, M.S. Kankanhalli and J. B. Oommen, ACM Transactions on
Multimedia Computing, Communications and Applications, Vol. 3, No. 1,
February 2007.
148. Multimedia Simplification for Optimized MMS Synthesis, W.Q. Yan and
M.S. Kankanhalli, ACM Transactions on Multimedia Computing, Communications
and Applications, Vol. 3, No. 1, February 2007.
149. Towards Adversary Aware Surveillance Systems, V.K. Singh and M.S.
Kankanhalli, IEEE International Conference on Multimedia and
Expo (ICME 2007), pp. 2038-2041, July 2007.
150. Identifying Source Cell Phone Using Chromatic Aberration, L.T. Van,
S. Emmanuel and M.S. Kankanhalli, IEEE International Conference on
Multimedia and Expo (ICME 2007), pp. 883-886, July 2007.
151. A Survey on Digital Camera Image Forensic Methods, L.T. Van, K.S. Chong,
S. Emmanuel and M.S. Kankanhalli, IEEE International Conference on
Multimedia and Expo (ICME 2007), pp. 16-19, July 2007.
152. A Scalable Signature Scheme for Video Authentication, P.K. Atrey,
W.Q. Yan and M.S. Kankanhalli, Multimedia Tools and Applications,
Vol. 34 No. 1, pp. 107-135, July 2007.
153. Using Camera Settings Templates ("Scene Modes") for Image Scene
Classification of Photographs Taken On Manual/Expert Settings, W. Ku,
M.S. Kankanhalli and J.H. Lim, Pacific-Rim Conference on Multimedia
(PCM 2007), Hong Kong, December 2007.
154. Coopetitive Multi-camera Surveillance using Model Predictive Control,
V.K. Singh, P.K. Atrey and M.S. Kankanhalli, Machine Vision and
Applications Journal, Vol. 19, No. 5-6, pp. 375-393, October 2008.
155. Effectiveness of Signal Segmentation for Music Content Representation,
N.C. Maddage, M.S. Kankanhalli and H.Z Li, International Conference on
Multimedia Modeling (MMM 2008), Kyoto, January 2008.
156. Application Potential of Multimedia Information Retrieval, M.S. Kankanhalli
and Y. Rui. Proceedings of the IEEE, Vol. 96, No. 4, pp. 712-720, Apr 2008.
157. Quality-Aware GSM Speech Watermarking, J.L. Koh, S. Emmanuel and
M.S. Kankanhalli, IEEE International Symposium on Circuits and
Systems (ISCAS 2008), Seattle, May 2008.
158. Pre-Attentive Discrimination of Interestingness in Images, H. Katti,
Y.B. Kwok, T.S. Chua and M.S. Kankanhalli, Internation Conference
on Multimedia and Expo (ICME 2008), June 2008.
159. Latent Topic Discovery for Moving People Detection in Visual
Surveillance, P. Zhang, S. Emmanuel and M.S. Kankanhalli,
Second IEEE International Workshop on Multimedia Analysis and
Processing (IMAP 2008), August 2008.
160. A Cross-modal Approach for Karaoke Artifacts Correction, W.Q. Yan and
M.S. Kankanhalli, Multimedia Tools and Applications, Vol. 39, No. 3,
pp. 413-439, Sep 2008.
161. Multimodal Observation Systems, M.K. Saini, V.K. Singh, R. Jain and
M.S. Kankanhalli, ACM International Conference on Multimedia (ACMMM 2008),
Vancouver, October 2008.
162. Finding Interesting Images in Albums using Attention, K. Vaiapury and
M.S. Kankanhalli, Journal of Multimedia, Vol. 3, No. 4, pp. 2-13,
October 2008.
163. Progressive Audio Scrambling in Compressed Domain, W.Q. Yan, W.G. Fu
and M.S. Kankanhalli, IEEE Transactions on Multimedia, Vol. 10,
No. 6, pp. 960-968, October 2008.
164. Detect-Track Framework for Multi-view Face Detection in Video,
A.K. Rajagopal, P. Anandathirtha, K.R. Ramakrishnan and M.S.
Kankanhalli, IEEE Indian Conference on Computer Vision, Graphics and
Image Processing (ICVGIP2008), Bhubaneswar, December 2008.
165. On the Security of an MPEG-Video Encryption Scheme based on Secret
Huffman Tables, S.J. Li, G.R. Chen, A. Cheung, K.T. Lo and M.
Kankanhalli, The 3rd Pacific-Rim Symposium on Image and Video
Technology (PSIVT2009), Tokyo, January 2009.
166. Privacy Preserving Multiparty Multilevel DRM Architecture, A. Sachan,
S. Emmanuel, A. Das and M.S. Kankanhalli, Workshop on Digital Rights
Management, IEEE Consumer Communications and Networking Conference
(CCNC2009), Las Vegas, January 2009.
167. Spatiotemporal Latent Semantic Cues for Moving People Tracking, P. Zhang,
S. Emmanuel, P. Atrey and M.S. Kankanhalli, IEEE International Conference
on Acoustics, Speech and Signal Processing (ICASSP2009), Taipei, April
2009.
168. Secure Multimedia Content Delivery with Multiparty Multilevel DRM
Architecture, T. Thomas, S. Emmanuel, A. Das and M.S. Kankanhalli, The
19th International Workshop on Network and Operating Systems Support
for Digital Audio and Video (NOSSDAV2009), Williamsburg, June 2009.
169. A CRT Based Watermark for Multiparty Multilevel DRM Architecture,
T. Thomas, S. Emmanuel, A. Das and M.S. Kankanhalli, IEEE International
Conference on Multimedia and Expo (ICME2009), New York, June-July 2009.
170. Design of Multimedia Surveillance Systems, G.S.V.S. Sivaram, M.S.
Kankanhalli and K.R. Ramakrishnan, ACM Transactions on Multimedia
Computing, Communications and Applications, Vol. 5, No. 3, Aug 2009.
171. Adversary Aware Surveillance Systems, V.K. Singh and M.S. Kankanhalli,
IEEE Transactions on Information Forensics and Security, Vol. 4,
No. 3, pp. 552-563, September 2009.
172. Context-Based Multimedia Sensor Selection Method, M.K. Saini and
M.S. Kankanhalli, 6th IEEE International Conference on Advanced Video
and Signal Based Surveillance (AVSS2009), Genoa, September 2009.
173. A Flexible Surveillance System Architecture, M.K. Saini, M.S.
Kankanhalli and R.C. Jain, 6th IEEE International Conference on
Advanced Video and Signal Based Surveillance (AVSS2009), Genoa,
September 2009.
174. Automated Localization of Affective Objects and Actions in Images
via Caption-cum-Gaze Analysis, R. Subramanian, H. Katti, R. Huang,
T.S. Chua and M.S. Kankanhalli, ACM International Conference on
Multimedia (ACMMM2009), Beijing, October 2009.
175. Motivating Contributors in Social Media Networks, V.K. Singh, R. Jain
and M.S. Kankanhalli, ACM Multimedia 2009 Workshop on Social Media,
Beijing, October 2009.
176. A Robust Framework for Aligning Lecture Slides with Video, X.Y.
Wang, R. Subramanian and M. Kankanhalli, IEEE International Conference
on Image Processing (ICIP2009), Cairo, November 2009.
177. Efficient License Validation in MPML DRM Architecture, A. Sachan,
S. Emmanuel and M.S. Kankanhalli, 9th ACM Digital Rights Management
Workshop (DRM2009), Chicago, November 2009.
178. Secure Domain Architecture for Interoperable Content Distribution,
L.L. Win, T. Thomas, S. Emmanuel and M.S. Kankanhalli, IEEE Pacific-Rim
Conference on Multimedia (PCM2009), Bangkok, December 2009.
179. Robust Alignment of Presentation Videos with Slides, X.Y. Wang and
M.S. Kankanhalli, IEEE Pacific-Rim Conference on Multimedia (PCM2009),
Bangkok, December 2009.
180. Performance Modeling of Multimedia Surveillance Systems, M.K. Saini,
Y. Nataraj and M.S. Kankanhalli, IEEE International Symposium on
Multimedia (ISM2009), San Diego, December 2009.
181. Joint Watermarking Scheme for Multiparty Multilevel DRM Architecture,
T. Thomas, S. Emmanuel, A.V. Subramanyam and M.S. Kankanhalli, IEEE
Transactions on Information Forensics and Security, Vol. 4, No. 4,
pp. 758-767, December 2009.
182. Efficient Aggregate Licenses Validation in DRM, A. Sachan,
S. Emmanuel and M.S. Kankanhalli, Database Systems for Advanced
Applications (DASFAA 2010), April 2010, Japan.
183. Multimodal Fusion for Multimedia Analysis: A Survey, P.K. Atrey,
M.A. Hossain, A.E. Saddik and M.S. Kankanhalli, Springer Multimedia
Systems Journal, Vol. 16, No. 6, pp. 345-379, 2010.
184. Compressed-Encrypted Domain JPEG2000 Image Watermarking, A.V. Subramanyam,
S. Emmanuel and M.S. Kankanhalli, Content Protection and Forensics
Workshop, IEEE International Conference on Multimedia & Expo (ICME 2010),
Singapore, July 2010.
185. EMD and Psychoacoustic Model Based Watermarking for Audio, L. Wang,
S. Emmanuel and M.S. Kankanhalli, Workshop on Advances in Music
Information Research, IEEE International Conference on Multimedia &
Expo (ICME 2010), Singapore, July 2010.
186. Privacy Modeling for Video Data Publication, M.K. Saini, P. Atrey,
S. Mehrotra, S. Emmanuel and M.S. Kankanhalli, IEEE International
Conference on Multimedia & Expo (ICME 2010), Singapore, July 2010.
187. An Eye Fixation Database for Saliency Detection in Images, R. Subramanian,
H. Katti, N. Sebe, M. Kankanhalli and T.S. Chua, European Conference
on Computer Vision (ECCV 2010), Heraklion, Greece, Sep 2010
188. Functionality Delegation in Distributed Surveillance Systems,
M. Saini, P. K. Atrey, S. Emmanuel and M. S. Kankanhalli, Workshop
on Multimedia Systems for Surveillance (MMSS 2010), IEEE International
Conference on Advanced Video and Signal-Based Surveillance, Boston,
Aug-Sep 2010.
189. An Authentication Mechanism Using Chinese Remainder Theorem for Efficient
Surveillance Video Transmission, T. Thomas, S. Emmanuel, P. Zhang and
M.S. Kankanhalli, IEEE International Conference on Advanced Video and
Signal-Based Surveillance (AVSS 2010), Boston, Aug-Sep 2010.
190. A Geometric Approach for Efficient Licenses Validation in DRM,
A. Sachan, S. Emmanuel and M.S. Kankanhalli, VLDB Workshop on
Secure Data Management (SDM 2010), Singapore, Sep 2010.
191. MultiFusion: A Boosting Approach for Multimedia Fusion, X.Y. Wang and
M.S. Kankanhalli, ACM Transactions on Multimedia Computing, Communications
and Applications, 2010.
192. Automated Aesthetic Enhancement of Videos, Y. Xiang and M.S. Kankanhalli,
ACM International Conference on Multimedia (ACMMM 2010), Florence,
Oct 2010.
193. Portfolio Theory of Multimedia Fusion, X.Y. Wang and M.S. Kankanhalli,
ACM International Conference on Multimedia (ACMMM 2010), Florence,
Oct 2010.
194. Making Computers Look the Way We Look: Exploiting Visual Attention for
Image Understanding, H. Katti, R. Subramanian, M. Kankanhalli, N. Sebe,
T.S. Chua and K.R. Ramakrishnan, ACM International Conference on
Multimedia (ACMMM 2010), Florence, Oct 2010.
195. Video Retargeting for Aesthetic Enhancement, Y. Xiang and M.S. Kankanhalli,
ACM International Conference on Multimedia (ACMMM 2010), Florence,
Oct 2010.
196. Privacy Preserving Video Surveillance Using Pedestrian Tracking Mechanism,
P. Zhang, T. Thomas, S. Emmanuel and M.S. Kankanhalli, ACMMM Workshop on
Multimedia in Forensics, Security and Intelligence (MiFor2010), Florence,
Oct 2010.
197. An Efficient Access Control Method for Multimedia Social Networks,
A. Sachan, S. Emmanuel and M.S. Kankanhalli, ACMMM Workshop on Social
Media (WSM2010), Florence, Oct 2010.
198. Multimedia Data Mining: State of the Art and Challenges, C. Bhatt and
M.S. Kankanhalli, Special Issue on "Survey Papers in Multimedia by
World Experts" of Springer Journal of Multimedia Tools and
Applications, Vol. 51, No. 1, pp. 35-76, January 2011.
199. Pedestrian Tracking based on Hidden-Latent Temporal Markov Chain,
P. Zhang, S. Emmanuel and M.S. Kankanhalli, International Conference
on Multimedia Modeling (MMM2011), Taipei,
200. Probabilistic Temporal Multimedia Data Mining, C. Bhatt and M.S.
Kankanhalli, ACM Transactions on Intelligent Systems and Technology,
Vol. 2, No. 2, February 2011.
201. Dynamic Workload Assignment in Video Surveillance Systems, M. Saini,
X. Wang, P. K. Atrey and M. S. Kankanhalli. IEEE International Conference
on Multimedia and Expo (ICME'2011), July 2011, Barcelona, Spain.
202. Anonymous Surveillance, M. Saini, P. K. Atrey, S. Mehrota and M. S.
Kankanhalli, IEEE ICME Workshop on Advances in Automated Multimedia
Surveillance of Public Safety (AAMS-PS'2011), July 2011, Barcelona, Spain.
203. Effective Multimedia Surveillance Using a Human-Centric Approach, P.K.
Atrey, A. El Saddik, and M. S. Kankanhalli, Special Issue on "Hot Topics
in Multimedia Research" at Springer Journal of Multimedia Tools and
Applications, Vol. 51, No. 2, pp. 697-721, 2011.
204. Up-Fusion: An Evolving Multimedia Decision Fusion Method, X.Y. Wang,
Y. Rui and M.S. Kankanhalli, ACM International Conference on
Multimedia (ACMMM 2011), Scottsdale, Nov 2011.
205. Affect-based Adaptive Presentation of Home Videos, X.H. Xiang and
M.S. Kankanhalli, ACM International Conference on Multimedia (ACMMM 2011),
Scottsdale, Nov 2011.
206. Video Summarization and Story Board Generation Using Pupillary Dilation
and Eye Gaze, H. Katti, K. Yadati, M.S. Kankanhalli and T.S. Chua,
IEEE International Symposium on Multimedia (ISM2011), pp. 319-326, 2011.
207. Multi-Camera Skype: Enhancing the quality of Experience of Video
Conferencing, Y. Wang, P. Natarajan and M.S. Kankanhalli, Pacific-Rim
Conference on Multimedia (PCM2011), pp. 193-202, 2011.
208. Aggregate Licenses Validation for Digital Rights Violation Detection,
A. Sachan, S. Emmanuel and M.S. Kankanhalli, ACM Transactions on Multimedia
Computing, Communications and Applications, Vol. 8, No. 2S, Sep 2012.
209. Concept Based Near Duplicate Video Clip Detection for Novelty Re-ranking
of Web Video Search Results, C. Bhatt, P. K. Atrey and M.S. Kankanhalli,
Springer Multimedia Systems Journal, Vol. 18, No. 4, pp. 337-358, 2012.
210. Adaptive Workload Equalization in Multi-camera Surveillance Systems,
M. Saini, X. Wang, P. K. Atrey, and M S. Kankanhalli, IEEE Transactions
on Multimedia, Vol. 14, No. 3, pp. 555-562, 2012.
211. Decision-Theoretic Approach to Maximizing Observation of Multiple
Targets in Multi-Camera Surveillance, P. Natarajan, T.N. Hoang, K.H. Low
and M.S. Kankanhalli, International Conference on Autonomous Agents
and MultiAgent Systems (AAMAS2012), pp. 155-162, Spain, June 4-8, 2012.
212. Adaptive Transformation for Robust Privacy Protection in Video
Surveillance, M. Saini, P. K. Atrey, S. Mehrotra, and M S. Kankanhalli,
Hindawi International Journal of Advances in Multimedia, Vol. 2012.
213. Robust Watermarking of Compressed and Encrypted JPEG2000 Images, A.V.
Subramanyam, S. Emmanuel and M.S. Kankanhalli, IEEE Transactions on
Multimedia, Vol. 14, No. 3-2, pp. 703-716, 2012.
214. A Synaesthetic Approach for Image Slideshow Generation, Y. Xiang and
M.S. Kankanhalli, IEEE International Conference on Multimedia and
Expo (ICME2012), Melbourne, July 2012.
215. Privacy Aware Publication of Surveillance Video, M. Saini, P. K. Atrey,
S. Mehrotra, and M S. Kankanhalli, Inderscience International Journal
of Trust Management in Computing and Communications, 2012.
216. Image Hatching for Visual Cryptography, J. Weir, W.Q. Yan and
M. S. Kankanhalli, ACM Transactions on Multimedia Computing,
Communications and Applications, Vol. 8, No. 2S, Sep 2012.
217. Depth Matters: Influence of Depth Cues on Visual Saliency, C.Y. Lang,
T. Nguyen, H. Katti, K. Yadati, S.C. Yan and M.S. Kankanhalli, European
Conference on Computer Vision (ECCV2012), Oct. 7-13, Florence, 2012.
218. Active Multi-Camera Surveillance of Targets in Uncertain, Partially
Observable Environments, P. Natarajan, T. Hoang, K.H. Low and M.S.
Kankanhalli, International Conference on Distributed Smart Cameras
(ICDSC 2012), Hong Kong, Oct 30 - Nov 2, 2012.
219. A Multimodal Approach for Online Estimation of Subtle Facial Expression,
X. Xiang and M.S. Kankanhalli, Pacific-Rim Conference on Multimedia
(PCM 2012), Singapore, Dec 2012.
220. Multimedia Fusion with Mean-Covariance Analysis, X.Y. Wang and M.S. Kankanhalli,
IEEE Transactions on Multimedia, Vol. 15, No. 1, pp. 120-128, Jan 2013.
221. Interactive Video Advertising: A Multimodal Affective Approach, K. Yadati,
H. Katti and M.S. Kankanhalli, International Conference on Multimedia
Modeling (MMM 2013), Jan 2013.
222. A Reward and Punishment based Approach for Concept Detection using Adaptive Ontology
Rules, C. Bhatt, P. K. Atrey and M. S. Kankanhalli, ACM Transactions on Multimedia
Computing, Communications and Applications, Vol. 9, No. 2, May 2013.
223. Hazy Image Enhancement Based on the Full-Saturation Assumption, Y. Xiang,
R. Sahay and M.S. Kankanhalli, IEEE International Conference on Multimedia
and Expo (ICME 2013), San Jose, July 2013.
224. Seeing Through the Fence: Image De-Fencing using a Video Sequence, V. Khare, R. Sahay and M. Kankanhalli,
IEEE International Conference on Image Processing, Melbourne, Sep 2013.
225. Static Saliency vs. Dynamic Saliency: A Comparative Study, T. V. Nguyen, M. Xu, G. Gao, M. Kankanhalli,
Q. Tian and S. Yan, ACM International Conference on Multimedia (ACMMM 2013), Barcelona, Oct 2013.
226. Temporal Encoded F-formation System for Social Interaction Detection, T. Gan, Y. Wong,
D. Zhang and M.S. Kankanhalli, ACM International Conference on Multimedia (ACMMM 2013),
Barcelona, Oct 2013.
227. An Evaluation of Wearable Activity Monitoring Devices, F. Guo, Y. Li, M. Kankanhalli
and M. Brown, ACM Multimedia 2013 Workshop on Personal Data Meets Distributed
Multimedia, Barcelona, Oct 2013.
228. VIP: A Complete Framework for Computational Eye-gaze Research, K.T. Ma, T. Sim
and M. Kankanhalli, ACM Multimedia 2013 Workshop on Human Behavior
Understanding, Barcelona, Oct 2013.
229. Image Re-Attentionizing, T. V. Nguyen, B. Ni, H. Liu, W. Xia, J. Luo, M. Kankanhalli
and S. Yan, IEEE Transactions on Multimedia, Vol. 15, No. 8, December 2013.
230. W3-Privacy: Understanding What, When, and Where Inference Channels in Multi-camera Surveillance
Video, M. Saini, P. K. Atrey, S. Mehrotra and M S. Kankanhalli. Multimedia Tools and
Applications, Vol. 68, No. 1, pp, 135-158, Jan 2014.
231. Predicting Human Gaze Beyond Pixels, J. Xu, M. Jiang, S. Wang, M.S. Kankanhalli, and Q. Zhao,
Journal of Vision, Vol. 14, No. 28, Jan 2014.
232. CAVVA: Computational Affective Video-in-Video Advertising, K. Yadati. H. Katti
and M.S. Kankanhalli, IEEE Transactions on Multimedia, Vol. 16, pp. 15-23, Feb 2014
233. Decision-theoretic Approach to Maximizing Fairness in Multi-target Observation in Multi-camera Surveillance,
P. Natarajan, K.H. Low and M. Kankanhalli, International Conference on Autonomous Agents and MultiAgent
Systems (AAMAS 2014), pp. 1521-1522, Paris, May 2014.
234. Nonmyopic \epsilon-Bayes-Optimal Active Learning of Gaussian Processes. T.H. Hoang, K.H. Low,
P. Jaillet and M. Kankanhalli. International Conference on Machine Learning (ICML 2014),
pages 739-747, Beijing, China, Jun 2014.
235. Mode of Teaching based Segmentation and Annotation of Video Lectures, Y. Rawat, C. Bhatt and
M.S. Kankanhalli, International Workshop on Content-Based Multimedia Indexing (CBMI 2014),
Klagenfurt, June 2014.
236. Action and Interaction Recognition in First-Person Videos, S. Narayan, M.S. Kankanhalli and K.R. Ramkrishnan,
IEEE CVPR Workshop on Egocentric (First-person) Vision, Columbus, Jun 2014.
237. Super-resolution De-fencing: Simultaneous Fence Removal and High-resolution Image Recovery using Videos, C. Negi,
K. Mandal, R. Sahay and M. Kankanhalli, IEEE International Workshop on Mobile Multimedia Computing (MMC 2014),
Chengdu, Jul 2014.
238. No One is Left "Unwatched": Fairness in Observation of Crowds of Mobile Targets in Active
Camera Surveillance. P. Natarajan, K.H. Low and M. Kankanhalli, European Conference on Artificial
Intelligence (ECAI 2014), including Prestigious Applications of Intelligent Systems (PAIS-14),
Prague, Czech Republic, August 18-22, 2014.
239. Online Estimation of Evolving Human Visual Interest, H. Katti, K.R. Anoop, M.S. Kankanhalli and K.R. Ramakrishnan,
ACM Transactions on Multimedia Computing, Communications and Applications, Vol. 11, No. 1, Aug 2014.
240. Active Learning is Planning: Nonmyopic \epsilon-Bayes-Optimal Active Learning of Gaussian Processes.
T.N. Hoang, K.H. Low, P. Jaillet and M. Kankanhalli, European Conference on Machine Learning and
Principles and Practice of Knowledge Discovery in Databases (ECML/PKDD-14) Nectar (New Scientific
and Technical Advances in Research) Track, Part III, LNCS 8726, pages 494-498, Sep 15-19, 2014.
241. Multi-View Action Recognition by Cross-domain Learning, W. Nie, A. Liu, J. Yu, Y. Su, L. Chaisorn, Y.K. Wong
and M.S. Kankanhalli, IEEE International Workshop on Multimedia Signal Processing (MMSP 2014), Sep 22-24, 2014.
242. View-Invariant Feature Discovering for Multi-Camera Human Action Recognition, H. Lin, L. Chaisorn, Y.K. Wong.
A. Liu, Y. Su and M.S. Kankanhalli, IEEE International Workshop on Multimedia Signal Processing (MMSP 2014),
Sep 22-24, 2014.
243. Song Recommendation for Social Singing Community, K. Mao, J. Fan, L. Shou, G. Chen and M. Kankanhalli,
ACM International Conference on Multimedia (ACMMM 2014), Orlando, Nov 2014.
244. Recovering Social Interaction Spatial Structure from Multiple First-person Views, T. Gan, Y.K. Wong, B. Mandal,
V. Chandrasekhar, L. Li, J.H. Lim and M. Kankanhalli, ACM Multimedia 2014 International Workshop on Socially Aware
Multimedia (IWSAM 2014), Orlando, FL, USA, Nov 2014.
245. Scalable Decision-Theoretic Coordination and Control for Real-time Active Multi-Camera Surveillance.
P. Natarajan, T.H. Hoang, Y.K. Wong, K.H. Low and M. Kankanhalli, ACM/IEEE International Conference
on Distributed Smart Cameras (ICDSC 2014), Venezia, Italy, Nov 2014.
246. Discovering Person Identity via Large-Scale Observations, Y. Wong, L. Chaisorn and M. Kankanhalli,
Asian Conference on Computer Vision Workshops, Singapore, Nov 2014.
247. Audio Matters in Visual Attention, Y. Chen, T. Nguyen, M. Kankanhalli, J. Yuan, M. Wang and S. Yan,
IEEE Transactions on Circuits and Systems for Video Technology, Vol. 24, No. 11, pp. 1992-2003, Nov 2014.
248. A Multimodal Approach for Image De-fencing and Depth Inpainting, S. Jonna, V. Voleti, R. Sahay
and M. Kankanhalli, IEEE International Conference on Advances in Pattern Recognition (ICAPR2015),
pp. 1-6, Jan 2015.
249. Competence-Based Song Recommendation: Matching Songs to One's Singing Skill, K. Mao, L. Shou, J. Fan,
G. Chen and M. Kankanhalli, IEEE Transactions on Multimedia, Vol. 17, No. 3, pp. 396-408, Mar 2015.
250. Salience Computation in Images based on Perceptual Distinctness, D. Sen and M. Kankanhalli,
Signal Processing: Image Communication, Vol. 32, pp. 129-147, Mar 2015.
251. Multi-Camera Coordination and Control in Surveillance Systems: A Survey, P. Natarajan, P. Atrey and M.
Kankanhalli, ACM Transactions on Multimedia Computing, Communications and Applications, Vol. 11,
No. 4, Apr 2015.
252. Human Action Recognition Based on Local Action Attributes, J. Zhang, H. Lin, W. Nie, L. Chaisorn, Y. Wong and
M. Kankanhalli, Journal of Electrical Engineering & Technology, Vol. 10, No. 3, pp. 1264-1274, May 2015.
253. Tweeting Cameras for Event Detection, Y. Wang and M. Kankanhalli, International Conference on
World Wide Web (WWW2015), pp. 1231-1241, Florence, Italy, May 2015.
254. Currency Security and Forensics: A Survey, Springer Multimedia Tools and Applications, J. Chambers,
W. Yan, A. Garhwal and M. Kankanhalli, Vol. 74, No. 11, pp. 4013-4043, Jun 2015.
255. A Bio-inspired Center-surround Model for Salience Computation in Images, D. Sen and M. Kankanhalli, Journal
of Visual Communication and Image Representation, Vol. 30, pp. 277-288, Jul 2015.
256. Multi-sensor Self-Quantification of Presentations, ACM International Conference on Multimedia (ACMMM 2015),
T. Gan, Y.K. Wong, B. Mandal, V. Chandrasekhar and M. Kankanhalli, Brisbane, Oct 2015.
257. Multi-Keyword Multi-Click Advertisement Option Contracts for Sponsored Search, B. Chen, J. Wang,
I. Cox and M. Kankanhalli, ACM Transactions on Intelligent Systems and Technology, Vol. 7, No. 5, Oct 2015.
258. Context-Aware Photography Learning for Smart Mobile Devices, Y.S. Rawat and M.S. Kankanhalli, ACM Transactions
on Multimedia Computing, Communications and Applications, Vol. 12, No. 1s, Oct 2015.
259. Face Search in Encrypted Domain, W.Q. Yan and M.S. Kankanhalli, Pacific-Rim Symposium on Image and Video
Technology, Nov 2015.
260. SalAd: A Multimodal Approach for Contextual Video Advertising, IEEE International Symposium
on Multimedia (ISM2015), X. Chen, T. Nguyen and M. Kankanhalli. Dec 2015.
261. Decoupled Multicamera Sensing for Flexible View Generation, V.K. Singh, D. Fernandes, M. Kankanhalli
and T. Haenselmann, Journal of Sensors, Jan 2016.
262. Near-Optimal Active Learning of Multi-Output Gaussian Processes, AAAI Conference on Artificial
Intelligence (AAAI2016), Y. Zhang, T.N. Hoang, K.H. Low and M. Kankanhalli, Feb 2016.
263. Visible Watermarking based on Importance and Just Noticeable Distortion of Image Regions, H. Agarwal,
D. Sen, B. Raman and M. Kankanhalli, Multimedia Tools and Applications, Vol. 75, No. 13, July 2016.
264. Detection and Removal of Fence Occlusions in an Image using a Video of the Static/Dynamic Scene,
S. Jonna, K.K. Nakka, V.S. Khasare, R.R. Sahay and M.S. Kankanhalli, Journal of the Optical Society
of America A, Vol. 33, No. 10, pp. 1917-1930, Oct 2016.
265. Marker-less 3D Human Motion Capture with Monocular Image Sequence and Height-maps, Y. Du, Y. Wong, Y. Liu,
F. Han, Y. Gui, Z. Wang, M. Kankanhalli and W. Geng, European Conference on Computer Vision (ECCV2016),
pp. 20-36, Oct 2016.
266. ConTagNet: Exploiting User Context for Image Tag Recommendation, Y.S. Rawat and M.S. Kankanhalli,
ACM International Conference on Multimedia, pp. 1102-1106, Nov. 2016.
267. Multi-stream Deep Learning Framework for Automated Presentation Assessment, J. Li, Y. Wong
and M.S. Kankanhalli, IEEE International Symposium on Multimedia, Dec 2016.
268. Concept Based Hybrid Fusion of Multimodal Event Signals, Y. Wang, C. von der Weth, Y. Zhang, K.H. Low,
V.K. Singh and M.S. Kankanhalli, IEEE International Symposium on Multimedia, Dec 2016.
269. ClickSmart: A Context-Aware Viewpoint Recommendation System for Mobile Photography, IEEE Transactions
on Circuits and Systems for Video Technology, Y.S. Rawat and M.S. Kankanhalli, Vol. 27, No. 1,
pp. 149-158, 2017.
270. Hierarchical Clustering Multi-task Learning for Joint Human Action Grouping and Recognition, A.A. Liu,
Y.T. Su, W.Z. Nie and M. Kankanhalli, IEEE Transactions on Pattern Analysis and Machine Intelligence,
Vol. 39, No. 1 pp. 102-114, 2017.
271. Analysis of Comparators for Binary Watermarks, H. Agarwal, B. Raman, P. Atrey and M. Kankanhalli, International
Conference on Computer Vision and Image Processing. Advances in Intelligent Systems and Computing, Vol 460, Springer.
272. Multi-Camera Action Dataset for Cross-Camera Action Recognition Benchmarking, W. Li, Y. Wong, A.A. Liu, Y. Li,
Y.T. Su and M. Kankanhalli, IEEE Winter Conference on Applications of Computer Vision (WACV 2017), Mar 2017.
273. Cyber-Physical Social Networks, C. von der Weth, A.M. Abdul and M. Kankanhalli, ACM Transactions on Internet
Technology, Vol. 17, No. 2, May 2017.
274. Content based Authentication of Visual Cryptography, G. Wang, W. Yan and M. Kankanhalli, Multimedia Tools
and Applications, Vol. 76, No. 7, Apr 2017.
275. As-Similar-as-Possible Saliency Fusion, T.V. Nguyen and M. Kankanhalli, Multimedia Tools and Applications,
Vol. 76, No. 8, Apr 2017.
276. A Comprehensive Evaluation of Support Vector Machine in Hand Movement Classification Using Surface
Electromyography, W. Wei, Y. Wong, Y. Hu, Y. Du and M. Kankanhalli, Nanoscience and Nanotechnology
Letters, Vol. 9, No. 5, pp. 741-753, May 2017.
277. Hierarchical & Multimodal Video Captioning: Discovering and Transferring Multimodal Knowledge for Vision
to Language, A.A. Liu, N. Xu, Y. Wong, J. Li, Y.T. Su and M. Kankanhalli, Computer Vision and Image
Understanding, Vol. 163, pp. 113-125, May 2017.
278. Benchmarking a Multimodal and Multiview and Interactive Dataset for Human Action Recognition, A.A. Liu,
N. Xu, W.Z. Nie, Y.T. Su, Y. Wong and M. Kankanhalli, IEEE Transactions on Cybernetics, Vol. 47, No. 7,
July 2017.
279. Multimedia Signatures for Vehicle Forensics, A. Mehrish, A.V. Subramanyam and M. Kankanhalli, IEEE
International Conference on Multimedia and Expo (ICME2017), pp. 685-690, July 2017.
280. Exploring User-Specific Information in Music Retrieval, Z. Cheng, J. Shen, L. Nie, T.S. Chua and
M. Kankanhalli, International ACM SIGIR Conference on Research and Development in Information
Retrieval (SIGIR2017), Aug 2017.
281. Optimizing Trade-offs among Stakeholders in Real-time Bidding by Incorporating Multimedia Metrics,
X. Chen, B. Chen and M.S. Kankanhalli, International ACM SIGIR Conference on Research and Development
in Information Retrieval (SIGIR2017), Aug 2017.
282. MM2RTB: Bringing Multimedia Metrics to Real-time Bidding, X. Chen, B. Chen and M.S. Kankanhalli,
International Workshop on Data Mining for Online Advertising (AdKDD+TargetAd, KDD Workshop), Aug 2017.
283. Exploiting Music Play Sequence for Music Recommendation, Z. Cheng, J. Shen, L. Nie and M. Kankanhalli,
International Joint Conference on Artificial Intelligence (IJCAI2017), Aug 2017.
284. Semi-supervised Learning for Surface EMG-based Gesture Recognition, Y. Du, Y. Wong, W. Wei, Y. Hu,
M. Kankanhalli and W. Geng, International Joint conference on Artificial Intelligence (IJCAI), Aug 2017.
285. Eye-2-I: Eye-tracking for Just-in-time Implicit User Profiling, K. Ma, Q. Xu, R. Lim, L. Li, T. Sim
and M. Kankanhalli, IEEE 2nd International Conference on Signal and Image Processing (ICSIP 2017),
Aug 2017.
286. Online Object Tracking based on CNN with Spatial-temporal Saliency Guided Sampling, P. Zhang, T. Zhuo,
W. Huang, K. Chen and M. Kankanhalli, Neurocomputing, Vol. 257, pp. 115-127, Sep 2017.
287. Dual-Glance Model for Deciphering Social Relationships, J. Li, Y. Wong, Q. Zhao and M. Kankanhalli,
International Conference on Computer Vision (ICCV 2017), Oct 2017.
288. Understanding Fashion Trends from Street Photos via Neighbor-Constrained Embedding Learning,
X. Gu, Y. Wong, P. Peng, L. Shou, G. Chen and M. Kankanhalli, ACM International Conference on
Multimedia (ACMMM2017), Oct 2017.
289. Affect Recognition in Ads with Application to Computational Advertising, A. Shukla, S. Gullapuram,
H. Katti, K. Yadati, M. Kankanhalli and R. Subramanian, ACM International Conference on
Multimedia (ACMMM2017), Oct 2017.
290. Attention Transfer from Web Images for Video Recognition, J. Li, Y. Wong, Q. Zhao and M. Kankanhalli,
ACM International Conference on Multimedia (ACMMM2017), Oct 2017.
291. The Role of Visual Attention in Sentiment Prediction, S. Fan, M. Jiang, B. Koenig, Z. Shen, M. Kankanhalli,
and Q.Zhao, ACM International Conference on Multimedia (ACMMM2017), Oct 2017.
292. Evaluating Content-Centric vs. User-Centric Ad Affect Recognition, A. Shukla, S. Gullapuram, H. Katti,
K. Yadati, M. Kankanhalli and R. Subramanian, ACM International Conference on Multimodal
Interaction (ICMI2017), Nov 2017.
293. LSTM-based Multi-label Video Event Detection, A. Liu Z. Shao Y. Wong, J. Li, Y. Su and M. Kankanhalli,
Multimedia Tools and Applications, pp. 1-19, Dec 2017.
294. Saliency Flow based Video Segmentation via Motion Guided Contour Refinement, P. Zhang, T. Zhuo,
H. Huang and M.S. Kankanhalli, Signal Processing, Vol. 142, pp. 431-440 Jan 2018.
295. Early Biological Vision Inspired System for Salience Computation in Images, D. Sen and M.S. Kankanhalli,
Multidimensional Systems and Signal Processing, Vol. 29, No. 1, pp 137-184, Jan 2018.
296. Music Auto-tagging based on the Unified Latent Semantic Modeling, X. Shao, Z. Cheng and M. Kankanhalli,
Multimedia Tools and Applications, pp. 1-16, Jan 2018.
297. A Spring-Electric Graph Model for Socialized Group Photography, Y. Rawat, M. Song and M.S. Kankanhalli,
IEEE Transactions on Multimedia, Vol. 20, No. 3, pp. 754-766, Mar 2018.
298. Aspect-Aware Latent Factor Model: Rating Prediction with Ratings and Reviews, Z. Cheng, Y. Ding, L. Zhu
and M Kankanhalli, World Wide Web Conference (WWW 2018), Apr 2018.
299. Trends and Trajectories for Explainable, Accountable and Intelligible Systems: An HCI Research Agenda,
A. Abdul, J. Vermeulen, D. Wang, B. Lim and M. Kankanhalli, ACM CHI Conference on Human Factors in
Computing Systems (CHI 2018), Apr 2018.
300. Multimodal Multiplatform Social Media Event Summarization, A. Tiwari, C. von der Weth, M. Kankanhalli,
ACM Transactions on Multimedia Computing, Communications, and Applications, Vo. 14, No. 2s, May 2018.
301. EPICURE-Aspect-based Multimodal Review Summarization, A. Kashyap, C. von der Weth, Z. Cheng and
M. Kankanhalli, ACM Conference on Web Science (WebSci 2018), May 2018.
302. Emotional Attention: A Study of Image Sentiment and Visual Attention, S. Fan, Z. Shen, M. Jiang, B. Koenig,
J. Xu, M. Kankanhalli and Q. Zhao, IEEE Conference on Computer Vision and Pattern Recognition (CVPR2018),
Jun 2018.
303. A^3NCF: An Adaptive Aspect Attention Model for Rating Prediction, Z. Cheng, Y. Ding, X. He, L. Zhu, X. Song
and M. Kankanhalli, International Joint Conference on Artificial Intelligence (IJCAI2018), Jul 2018.
304. Robust Tracking based on H-CNN with Low-resource Sampling and Scaling by Frame-wise Motion Localization,
P. Zhang, T. Zhuo, H. Huang, K. Chen, B. Zhang and M. Kankanhalli, Multimedia Tools and Applications,
Vol. 77, No. 14, Jul 2018.
305. Looking Beyond a Clever Narrative: Visual Context and Attention are Primary Drivers of Affect in
Video Advertisements, A. Shukla, H. Katti, M. Kankanhalli and R. Subramanian, International Conference
on Multimodal Interaction (ICMI 2018), Oct 2018.
306. EEG-based Evaluation of Cognitive Workload Induced by Acoustic Parameters for Data Sonification,
M. Bilalpur, M. Kankanhalli, S. Winkler and R Subramanian, International Conference on Multimodal
Interaction (ICMI 2018), Oct 2018.
307. Multi-modal Preference Modeling for Personalized Product Search, Y. Guo, Z. Cheng, L. Nie,
X. Xu and M. Kankanhalli, ACM International Conference on Multimedia (ACMMM 2018), Oct 2018.
308. Multi-Modal and Multi-Domain Embedding Learning for Fashion Retrieval and Analysis, X. Gu,
Y. Wong, L. Shou, P. Peng, G. Chen and M.S. Kankanhalli, IEEE Transactions on Multimedia,
Vol. 21, No. 6, pp. 1524-1537, Oct 2018.
309. A Fine-Grained Spatial-Temporal Attention Model for Video Captioning, A.A. Liu, Y. Qiu,
Y. Wong, Y.T. Su and M. Kankanhalli, IEEE Access, Vol. 6, Nov 2018.
310. Unsupervised Learning of View-Invariant Action Representations, J. Li, Y. Wong, Q. Zhao and
M. Kankanhalli, Neural Information Processing Systems (NIPS 2018), Dec 2018.
311. 2D Vector Map Fragile Watermarking with Region Location, N. Wang and M. Kankanhalli, ACM
Transactions on Spatial Algorithms and Systems, Vo. 4, No. 4, 2018.
312. Dual-Stream Recurrent Neural Network for Video Captioning, N. Xu, A. Liu, Y. Wong, Y. Zhang,
W. Nie, Y. Su and M. Kankanhalli, IEEE Transactions on Circuits and Systems for Video Technology, 2018.
313. Pricing Average Price Advertising Options when Underlying Spot Market Prices are Discontinuous,
B. Chen and M. Kankanhalli, IEEE Transactions on Knowledge and Data Engineering, 2018.
314. A Novel Attention-based Hybrid CNN-RNN Architecture for sEMG-based Gesture Recognition, Y. Hu,
Y. Wong, W. Wei, Y. Du, M. Kankanhalli and W. Geng, PLoS One, 2018.
315. A Multi-Stream Convolutional Neural Network for sEMG-based Gesture Recognition in Muscle-Computer
Interface, W. Wei, Y. Wong, Y. Du, Y. Hu, M. Kankanhalli and W. Geng, Pattern Recognition Letters, 2018.
316. Music Auto-Tagging based on the Unified Latent Semantic Modeling. X Shao, Z. Cheng, and
M. Kankanhalli, Multimedia Tools and Applications, Vol. 78, No. 1, pp. 161-176, Jan 2019.
317. LSTM-based Multi-label Video Event Detection, A.A. Liu, Z. Shao, Y. Wong, J. Li, Y.T. Su
and M Kankanhalli, Multimedia Tools and Applications Vol. 78, No. 1, pp. 677-695, Jan 2019.
318. Deep Reinforcement Learning in Soft Viscoelastic Actuator of Dielectric Elastomer, L. Li, J. Li,
L. Qin, J. Cao, M.S. Kankanhalli and J. Zhu, IEEE Robotics and Automation Letters, Vol. 4,
No. 2, pp. 2094-2100, Feb 2019.
319. MMALFM: Explainable Recommendation by Leveraging Reviews and Images, Z. Cheng, X. Chang, L. Zhu,
R.C. Kanjirathinkal and M. Kankanhalli, ACM Transactions on Information Systems, Vol. 37, No. 2,
Article 16, Mar 2019.
320. Attentive Long Short-Term Preference Modeling for Personalized Product Search. Y. Guo, Z. Cheng,
L. Nie, Y. Wang, J. Ma and M. Kankanhalli, ACM Transactions on Information Systems, Vol. 37, No. 2,
Article 19, Mar 2019.
321. Ultra-rapid Object Categorization in Real-world Scenes with Top-down Manipulations, B. Xu,
M.S. Kankanhalli and Q. Zhao, PLoS One, Apr 2019.
322. Overview of Currency Recognition using Deep Learning, Q. Zhang, W.Q. Yan and M. Kankanhalli,
Journal of Banking and Financial Technology, Vol. 3, No. 1, pp. 59-69, Apr 2019.
323. CARF-Net: CNN attention and RNN fusion network for Video-based Person Reidentification,
K. Kansal, A.V. Subramanyam, D.K. Prasad and M. Kankanhalli, Journal of Electronic Imaging,
Vol. 28, No. 2, Apr 2019.
324. Sublinear Time Nearest Neighbor Search over Generalized Weighted Space, Y. Lei, Q. Huang,
M. Kankanhalli and A. Tung, International Conference on Machine Learning (ICML 2019),
pp. 3773-3781, Jun 2019.
325. Learning to Learn from Noisy Labeled Data, J. Li, Y. Wong, Q. Zhao and M. Kankanhalli,
IEEE Conference on Computer Vision and Pattern Recognition (CVPR 2019), Jun 2019.
326. Learning to Detect Human-Object Interactions with Knowledge, B. Xu, Y. Wong, J. Li,
Q. Zhao and M. Kankanhalli, IEEE Conference on Computer Vision and Pattern Recognition
(CVPR 2019), Jun 2019.
327. Emotion-Aware Human Attention Prediction, M. Cordel, S. Fan, Z. Shen and M. Kankanhalli,
IEEE Conference on Computer Vision and Pattern Recognition (CVPR 2019), Jun 2019.
328. A Multi-sensor Framework for Personal Presentation Analytics, T. Gan, J. Li, Y. Wong and
M.S. Kankanhalli, ACM Transactions on Multimedia Computing, Communications, and Applications,
Vol. 15, No. 2, Jun 2019.
329. sEMG-Based Gesture Recognition With Embedded Virtual Hand Poses and Adversarial Learning,
Y. Hu, Y. Wong, Q. Dai, M. Kankanhalli, W. Geng and X. Li, IEEE Access, Vol. 7, Jul 2019.
330. Quantifying and Alleviating the Language Prior Problem in Visual Question Answering. Y. Guo,
Z. Cheng, L. Nie, Y. Liu, Y. Wang and M. Kankanhalli, ACM SIGIR Conference on Research and
Development on Information Retrieval (SIGIR 2019), Jul 2019.
331. Unsupervised Online Video Object Segmentation with Motion Property Understanding, T. Zhuo, Z. Cheng,
P. Zhang, Y. Wong and M. Kankanhalli, IEEE Transactions on Image Processing, Vol. 29, pp. 237-249,
Jul 2019.
332. CloseUp-A Community-Driven Live Online Search Engine, C. von der Weth, A. Abdul, A.R. Kashyap
and M.S. Kankanhalli, ACM Transactions on Internet Technology, Vol. 19, No. 3, Aug 2019.
333. Towards Robust ResNet: A Small Step but a Giant Leap, J. Zhang, B. Han, L. Wynter, K.H. Low
and M.S. Kankanhalli, International Joint Conference on Artificial Intelligence (IJCAI 2019),
pp. 4285-4291, Aug 2019.
334. A Deep Jersey-Bib Number/Text Recognition in Sports and Marathon Images, S. Nag, R. Raghavendra,
P. Shivakumara, U. Pal, T. Lu and M. Kankanhalli, International Conference on Document Analysis
and Recognition (ICDAR 2019), Sep 2019.
335. Hierarchical Multi-view Aggregation Network for Sensor-based Human Activity Recognition,
X. Zhang, Y. Wong, M.S. Kankanhalli and W. Geng, PloS One, Vol. 14 , No. 9, Sep 2019.
336. Augmenting Physiological Time Series Data: A Case Study for Sleep Apnea Detection, K. Nikolaidis,
S. Kristiansen, V. Goebel, T. Plagemann, K. Liestøl and M. Kankanhalli, The European Conference
on Machine Learning and Principles and Practice of Knowledge Discovery in Databases (ECMLPKDD 2019),
Sep 2019.
337. Self-supervised Representation Learning using 360° Data, J. Li, J. Liu, Y. Wong, S. Nishimura
and M. Kankanhalli , ACM International Conference on Multimedia (ACMMM 2019), Oct 2019.
338. User Diverse Preference Modeling via Multimodal Attentive Metric Learning, F. Liu, Z. Cheng,
C. Sun, Y. Wang, L. Nie, and M. Kankanhalli, ACM International Conference on Multimedia (ACMMM 2019),
Oct 2019.
339. LiveSense: Contextual Advertising in Live Streaming Videos, X. Chen, Tam V. Nguyen, Z. Shen and
M. Kankanhalli, ACM International Conference on Multimedia (ACMMM 2019), Oct 2019.
340. Explainable Video Action Reasoning via Prior Knowledge and State Transitions, T. Zhuo, Z. Cheng,
P. Zhang, Y. Wong and M. Kankanhalli, ACM International Conference on Multimedia (ACMMM 2019),
Oct 2019.
341. Human-imperceptible Privacy Protection against Machines, Z. Shen, S. Fan, Y. Wong, T. Ng and
M. Kankanhalli, ACM International Conference on Multimedia (ACMMM 2019), Oct 2019.
342. Unsupervised Domain Adaptation for 3D Human Pose Estimation X. Zhang, Y. Wong, M. Kankanhalli
and W. Geng, ACM International Conference on Multimedia (ACMMM 2019), Oct 2019
343. Surface Electromyography-based Gesture Recognition by Multi-view Deep Learning, W. Wei, Q. Dai,
Y. Wong, Y. Hu, M. Kankanhalli and W. Geng, IEEE Transactions on Biomedical Engineering, Vol. 66,
No. 10, pp. 2964-2973, Oct 2019.
344. Embedding Symbolic Knowledge into Deep Networks, Y. Xie, Z. Xu, M. Kankanhalli, K. Meel, and
H Soh, Neural Information Processing Systems (NeuRIPS 2019), Dec 2019.
345. A Deeper Look at Human Visual Perception of Images, S. Fan, BL. Koenig, Q. Zhao and
M. Kankanhalli, Springer Nature Computer Science, Vol. 1, Article 58, Jan 2020.
346. Recognition of Advertisement Emotions with Application to Computational Advertising,
A. Shukla, S. Gullapuram, H. Katti, M. Kankanhalli, S. Winkler and R. Subramanian,
IEEE Transactions on Affective Computing, Jan 2020.
347. Video Storytelling: Textual Summaries for Events, J. Li, Y. Wong, Q. Zhao and M.S. Kankanhalli,
IEEE Transactions on Multimedia, Vol. 22, No. 2, Feb 2020.
348. Visual Social Relationship Recognition, J. Li, Y. Wong, Q. Zhao and M.S. Kankanhalli,
International Journal of Computer Vision, Vol. 128, pp. 1750-1764, Feb 2020.
349. G-Softmax: Improving Intraclass Compactness and Interclass Separability of Features, Y. Luo,
Y. Wong, M. Kankanhalli and Q. Zhao, IEEE Transactions on Neural Networks and Learning Systems,
Vol. 31, No. 2, pp. 685-699, Feb 2020.
350. Weakly-Supervised Multi-person Action Recognition in 360-degrees Videos, J. Li, J. Liu, Y. Wong,
S. Nishimura and M. Kankanhalli, IEEE Winter Conference on Applications of Computer
Vision (WACV 2020), Mar 2020.
351. GradMix: Multi-source Transfer across Domains and Tasks, J. Li, Z. Xu, Y. Wong, Q. Zhao and
M. Kankanhalli, IEEE Winter Conference on Applications of Computer Vision (WACV 2020), Mar 2020.
352. DeepDance: Music-to-Dance Motion Choreography with Adversarial Learning, G. Sun, Y. Wong,
Z. Cheng, M. Kankanhalli, W. Geng and X. Li, IEEE Transactions on Multimedia, Vol. 23,
pp. 497-509, Mar 2020.
353. COGAM: Measuring and Moderating Cognitive Load in Machine Learning Model Explanations, A. Abdul,
C. von der Weth, M. Kankanhalli and B. Lim, ACM CHI Conference on Human Factors in Computing
Systems (CHI 2020), Apr 2020.
354. Scene Graph Inference via Multi-Scale Context Modeling, N. Xu, A. Liu, Y. Wong, W. Nie, Y. Su
and M. Kankanhalli, IEEE Transactions on Circuits and Systems for Video Technology, Apr 2020.
355. Adversarial Learning for Personalized Tag Recommendation, E. Quintanilla, Y. Rawat, A. Sakryukin,
M. Shah and M. Kankanhalli, IEEE Transactions on Multimedia, Vol. 23, pp. 1083-1094, May 2020.
356. Locality-Sensitive Hashing Scheme based on Longest Circular Co-Substring, Y. Lei, Q. Huang,
M. Kankanhalli and A. Tung, ACM International Conference on Management of Data (SIGMOD 2020),
Jun 2020.
357. Interact as You Intend: Intention-Driven Human-Object Interaction Detection, B. Xu, J. Li, Y. Wong,
Z. Qi and M.S. Kankanhalli, IEEE Transactions on Multimedia, Vol. 22, No. 6, pp. 1423-1432, Jun 2020.
358. Nudging Users to Slow down the Spread of Fake News in Social Media, C. von der Weth, J. Vachery
and M. Kankanhalli, IEEE ICME Media-Rich Fake News (MedFake) Workshop, Jul 2020.
359. Attacks Which Do Not Kill Training Make Adversarial Learning Stronger, J. Zhang, X. Xu, B. Han,
G. Niu, L. Cui, M. Sugiyama and M. Kankanhalli, International Conference on Machine
Learning (ICML 2020), Jul 2020.
360. Inferring DQN Structure for High-dimensional Continuous Control, A. Sakryukin, C. Raissi and
M. Kankanhalli, International Conference on Machine Learning (ICML 2020), Jul 2020.
361. Photography and Exploration of Tourist Locations Based on Optimal Foraging Theory, Y.S. Rawat, M. Shah
and M.S. Kankanhalli, IEEE Transactions on Circuits and Systems for Video Technology, Vol. 30, No. 7,
Jul 2020.
362. n-Reference Transfer Learning for Saliency Prediction, Y. Luo, Y. Wong, M.S. Kankanhalli and
Q. Zhao, European Conference on Computer Vision (ECCV 2020), Aug 2020.
363. Evaluating Salient Object Detection in Natural Images with Multiple Objects having Multi-level
Saliency, G. Yildirim, D. Sen, M. Kankanhalli and S. Susstrunk, IET Image Processing, Vol. 14,
No. 10, pp. 2249-2262, Aug 2020.
384. A Matrix Factorization Based Framework for Fusion of Physical and Social Sensors, Y. Wang,
F. Gelli, C. von der Weth, IEEE Transactions on Multimedia, Aug 2020.
365. Egocentric Analysis of Dash-cam Videos For Vehicle Forensics, A. Mehrish, P. Singh, P. Jain,
A.V. Subramanyam and M. Kankanhalli, IEEE Transactions on Circuits and Systems for Video Technology,
Vol. 30, No. 9, Sep 2020.
366. Protecting Sensitive Place Visits in Privacy-preserving Trajectory Publishing, N. Wang and
M.S. Kankanhalli, Computers & Security, Vol. 97, Oct 2020.
367. Helping Users Tackle Algorithmic Threats on Social Media: A Multimedia Research Agenda,
C. von der Weth, A. Abdul, S. Fan and M. Kankanhalli, Brave New Ideas, ACM International
Conference on Multimedia (ACMMM 2020), Oct 2020.
368. Who You Are Decides How You Tell, S. Wu, S. Fan, Z. Shen, M. Kankanhalli and A. Tung, ACM
International Conference on Multimedia (ACMMM 2020), Oct 2020.
369. Identifying Worry in Twitter: Beyond Emotion Analysis, R. Verma, C. von der Weth, J. Vachery
and M. Kankanhalli, Workshop on Natural Language Processing and Computational Social Science
(NLP+CSS 2020), pp. 72-82, Nov 2020.
370. Understanding Atomic Hand-Object Interaction with Human Intention, H. Fan, T. Zhuo, X. Yu, Y. Yang
and M. Kankanhalli, IEEE Transactions on Circuits and Systems for Video Technology, Feb 2021.
371. Monocular Image-Based 3-D Model Retrieval: A Benchmark, D. Song, W. Nie, W. Li, M. Kankanhalli and
A. Liu, IEEE Transactions on Cybernetics, Feb 2021.
372. Using Under-trained Deep Ensembles to Learn Under Extreme Label Noise: A Case Study for Sleep Apnea
Detection, K. Nikolaidis, T. Plagemann, S. Kristiansen, V. Goebel and M. Kankanhalli, IEEE Access,
Vol. 9, pp. 45919-45934, Mar 2021.
373. PSTNet: Point Spatio-temporal Convolution on Point Cloud Sequences, H. Fan, X. Yu, Y. Ding, Y. Yang
and M. Kankanhalli, International Conference on Learning Representations (ICLR 2021), May 2021.
374. Geometry-aware Instance-reweighted Adversarial Training, J. Zhang, J. Zhu, G. Niu, B. Han, M. Sugiyama,
and M. Kankanhalli, International Conference on Learning Representations (ICLR 2021), May 2021.
375. Effective Abstract Reasoning with Dual-contrast Network, T. Zhuo and M. Kankanhalli, International
Conference on Learning Representations (ICLR 2021), May 2021.
376. Point 4D Transformer Networks for Spatio-Temporal Modeling in Point Cloud Videos, H. Fan, Y. Yang
and M. Kankanhalli, IEEE Conference on Computer Vision and Pattern Recognition (CVPR 2021), Jun 2021.
377. Toward Region-Aware Attention Learning for Scene Graph Generation, A. Liu, H. Tian, N. Xu, W. Nie,
Y. Zhang and M. Kankanhalli, IEEE Transactions on Neural Networks and Learning Systems, pp. 1-12, Jun 2021.
378. Direction Concentration Learning: Enhancing Congruency in Machine Learning, Y. Luo, Y. Wong,
M. Kankanhalli and Q. Zhao, IEEE Transactions on Pattern Analysis and Machine Intelligence,
Vol. 43, No. 6, pp. 1928-1946, Jun 2021.
379. A New DCT-PCM Method for License Plate Number Detection in Drone Images, H. Mokayed, P. Shivakumara,
H. Woon, M. Kankanhalli, T. Lu and U. Pal, Pattern Recognition Letters, Vol. 148, pp. 45-53, Aug 2021.
380. Unsupervised Abstract Reasoning for Raven's Problem Matrices, T. Zhuo, Q. Huang and M. Kankanhalli,
IEEE Transactions on Image Processing, Vol. 30, pp. 8332-8341, Sep 2021.
381. Human Attributes Prediction under Privacy-preserving Conditions, A. Singh, S. Fan and M. Kankanhalli,
ACM International Conference on Multimedia (ACMMM 2021), Oct 2021.
382. Learning Causal Representation for Training Cross-Domain Pose Estimator via Generative Interventions,
X. Zhang, Y. Wong, X. Wu, J. Lu, M. Kankanhalli, X. Li and W. Geng, International Conference on
Computer Vision (ICCV 2021), Oct 2021.
383. A New Foreground-Background based Method for Behavior-Oriented Social Media Image Classification,
L. Nandanwar, P. Shivakumara, D. Krishnani, R. Ramachandra, T. Lu, U. Pal and M. Kankanhalli,
ACM Transactions on Multimedia Computing, Communications, and Applications, Vol. 17, No. 4,
pp. 1-25, Nov 2021
384. Motion = Video - Content: Towards Unsupervised Learning of Motion Representation from Videos, H. Fan and
M. Kankanhalli, ACM Multimedia Asia (ACMMMAsia 2021), Dec 2021.
385. Learning to Predict Trustworthiness with Steep Slope Loss, Y. Luo, Y. Wong, M. Kankanhalli and Q. Zhao,
Neural Information Processing Systems (NeuRIPS 2021), Dec 2021.
386. Unsupervised Motion Representation Learning with Capsule Autoencoders, Z. Xu, X. Shen, Y. Wong, and
M. Kankanhalli, Neural Information Processing Systems (NeuRIPS 2021), Dec 2021.
387. Learning Realistic Patterns from Visually Unrealistic Stimuli: Generalization and Data Anonymization,
K. Nikolaidis, S. Kristiansen, T. Plagemann, V. Goebel, K. Liestol, M. Kankanhalli, G. Traaen,
B. Overland, H. Akre, L. Aakeroy and S. Steinshamn, Journal of Artificial Intelligence Research,
Vol. 72, pp. 1163-1214, Dec 2021.
388. Toward Multi-Modal Conditioned Fashion Image Translation, X. Gu, J. Yu, Y. Wong and
M.S. Kankanhalli, IEEE Transactions on Multimedia, 2021.
389. When and Why Static Images Are More Effective Than Videos, S. Fan, Z. Shen, B. Koenig, T. Ng
and M. Kankanhalli, IEEE Transactions on Affective Computing, 2021.
390. Relation-aware Compositional Zero-shot Learning for Attribute-Object Pair Recognition, Z. Xu,
G. Wang, Y. Wong and M. Kankanhalli, IEEE Transactions on Multimedia, 2021.
391. Enhanced 3D Shape Reconstruction with Knowledge Graph of Category Concept, G. Sun, Y. Wong, M. Kankanhalli,
X. Li and W. Geng, ACM Transactions on Multimedia Computing, Communications and Applications, 2021.
392. Deep Hierarchical Representation of Point Cloud Videos via Spatio-Temporal Decomposition, H. Fan, X. Yu,
Y. Yang and M. Kankanhalli, IEEE Transactions on Pattern Analysis and Machine Intelligence, 2022.