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Grouped by Subject

Multimedia Mining

Image Registration and Fusion

Object-based Retrieval

Digital Watermarking and Data Hiding

Managing Multimedia Database

Image Processing Lab Publications

Image and Video Segmentation

Book Chapters

Image Texture

1

Chronological Order
 
2006 2005 2004 2003 1
2002 2001 2000 1999
1998 1997 1996 1995
~1994   

These materials are presented to ensure timely dissemination of scholarly and technical work. Copyright and all rights therein are retained by authors or by other copyright holders. All persons copying this information are expected to adhere to the terms and constraints invoked by each authors copyright. In most cases, these works may not be reposted without the explicit permission of the copyright holder.

Multimedia Mining

  1. S. Newsam, J. Tešić, L.Wang and B.S. Manjunath, "Issues in Mining Video Datasets,"  in Proceedings of SPIE International  Symposium On Electronic Imaging, Storage and Retrieval Methods and Applications for Multimedia, San Jose, California, January 2004.

  2. J. Tešić, S. Bhagavathy,  and B. S.  Manjunath, "Issues Concerning Dimensionality and Similarity Search," Proceedings of 3rd International Symposium on Image and Signal Processing and Analysis (ISPA), September  2003, Rome, Italy, September  2003. [abstract]

  3. J. Tešić, S. Newsam, and B. S.  Manjunath, "Mining Image Datasets using Perceptual Association Rules,"  Proceedings of SIAM Sixth Workshop on Mining Scientific and Engineering Datasets in conjunction with the Third SIAM International Conference (SDM), San Francisco, California, May 2003. [abstract]    

  4. Lei Wang and B. S. Manjunath, "A SEMANTIC REPRESENTATION FOR IMAGE RETRIEVAL," IEEE International Conference on Image Processing (ICIP), Barcelona, Spain, September 2003. [abstract]

  5. J. Tešić, S. Newsam, and B. S. Manjunath, "Scalable Spatial Event Representation," Proceedings of IEEE International Conference on Multimedia and Expo (ICME), Lausanne, Switzerland, August 2002. [abstract]

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Object-based Retrieval
  1. J. Tešić, S. Bhagavathy,  and B. S.  Manjunath, "Issues Concerning Dimensionality and Similarity Search," Proceedings of 3rd International Symposium on Image and Signal Processing and Analysis (ISPA), September  2003, Rome, Italy, September  2003. [abstract]

  2. Lei Wang and B. S. Manjunath, "A SEMANTIC REPRESENTATION FOR IMAGE RETRIEVAL," IEEE International Conference on Image Processing (ICIP), Barcelona, Spain, September 2003. [abstract]

  3. S. Bhagavathy, J. Tešić, and B. S. Manjunath, "On the Rayleigh nature of Gabor filter outputs," IEEE International Conference on Image Processing (ICIP), Barcelona, Spain, September 2003. [abstract]

  4. S. Newsam, S. Bhagavathy, and B. S. Manjunath, "Object Localization Using Texture Motifs and Markov Random Fields," IEEE International Conference on Image Processing (ICIP), Barcelona, Spain, September 2003. [abstract]

  5. S. Newsam, L. Wang, S. Bhagavathy, and B. S. Manjunath, "Using Texture to Annotate Remote Sensed Datasets,"  Proceedings of 3rd International Symposium on Image and Signal Processing and Analysis (ISPA), September 2003, Rome, Italy, September  2003. [abstract]

  6. B. Sumengen, B. S. Manjunath, C. Kenney, "Image Segmentation using Curve Evolution and Flow Fields," Proceedings of IEEE International Conference on Image Processing (ICIP), Rochester, NY, USA, September 2002. [abstract]

  7. B. Sumengen, B. S. Manjunath, C. Kenney, "Image Segmentation using Curve Evolution and Region Stability," Proceedings of  IEEE International Conference on Pattern Recognition (ICPR) 2002, Québec City, Canada, August 2002. [abstract]

  8. J. Tešić, S. Newsam, and B. S.  Manjunath, "Mining Image Datasets using Perceptual Association Rules,"  Proceedings of SIAM Sixth Workshop on Mining Scientific and Engineering Datasets in conjunction with the Third SIAM International Conference (SDM), San Francisco, California, May 2003. [abstract]    

  9. S. Newsam, S. Bhagavathy, and B. S. Manjunath, "Modeling Object Classes in Aerial Images Using Hidden Markov Models," Proceedings of International Conference on Image Processing (ICIP), Rochester, NY, USA, September 2002. [abstract]

  10. S. Bhagavathy, S. Newsam, and B. S. Manjunath, "Modeling Object Classes in Aerial Images Using Texture Motifs," Proceedings of IEEE International Conference on Pattern Recognition (ICPR), Québec City, August 2002. [abstract]

  11. B. Sumengen, B. S. Manjunath, C. Kenney, "Image Segmentation using Curve Evolution," Asilomar Conference on Signals, Systems and Computers, Monterey, CA, November 2001. [abstract]

  12. S. Newsam, B. Sumengen, and B. S. Manjunath, "Cateogry-Based Image Retrieval," Proc. IEEE International Conference on Image Processing (ICIP 2001), Special Session on Multimedia Indexing, Browsing and Retrieval, Thessalonica, Greece, September 2001. [abstract]

  13. S. Newsam, S. Bhagavathy, L. Fonseca, C. Kenney and B. S. Manjunath, "Object based representations of spatial images," Acta Astronautica, Volume 48, Issue 5-12,   pp 567-577, June 2001.[abstract]

  14. S. Newsam, S. Bhagavathy, L. Fonseca, C. Kenney and B. S. Manjunath, "Object based representations of spatial images," in Proc. 51st International Aeronautical Congress, Rio de Janeiro, Brazil, October 2000. [abstract]

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Managing Multimedia Database

  1. Jelena Tešić, B.S. Manjunath, and Peng Wu, "Quadratic Distance Queries for Relevance Feedback," submitted to IEEE Transactions on Knowledge and Data Engineering, September 2003.

  2. J. Tešić and B. S.  Manjunath, "Nearest Neighbor Search for Relevance Feedback,"  Proceedings of  IEEE Computer Society Conference on Computer Vision and Pattern Recognition (CVPR), Madison,  Wisconsin, June 2003. [abstract]

  3. B. S. Manjunath, J. -R. Ohm, V. V. Vinod, and A. Yamada, "Color and Texture descriptors," IEEE Trans. Circuits and Systems for Video Technology, Special Issue on MPEG-7, 2001. [abstract]

  4. P. Wu, B. S. Manjunath, "Adaptive Nearest Neighbor Search for Relevance Feedback in Large Image Datasets," Proc. ACM International Multimedia Conference (MM '01), Ottawa, Canada, October 2001. [abstract]

  5. P. Wu, B. S. Manjunath, and S. Chandrasekaran, "An Adaptive Index Structure for High-Dimensional Similarity Search," Proc. IEEE Pacific-Rim Conference on Multimedia, Advances in Multimedia Information (PCM '01),  Beijing, China, October 2001, pp.  71 - 77. [abstract]

  6. Y. Deng, and B. S. Manjunath, "Unsupervised segmentation of color-texture regions in images and video," IEEE Transactions on Pattern Analysis and Machine Intelligence (PAMI '01), August 2001. [abstract]

  7. Y. Deng, B. S. Manjunath, C. Kenney, M.S.Moore, H.Shin, " An efficient color representation for image retrieval," IEEE Transactions on Image Processing, vol.10, (no.1), IEEE, Jan. 2001. p.140-7. [abstract]

  8. B. S. Manjunath, T. Huang, A. M. Tekalp, and H. J. Zhang , "Introduction to the special issue on image and video processing for digital libraries," (Guest editorial), IEEE Transactions on Image processing, vol. 9(1), pp. 1-2, January 2000.

  9. B. S. Manjunath, P. Wu, S. Newsam and H.D. Shin, "A texture descriptor for browsing and similarity retrieval," Journal of Signal Processing: Image Communication, Volume 16, Issue 1-2, page 33-43,  September 2000. [abstract]

  10. P. Wu, B. S. Manjunath, and H. D. Shin, "Dimensionality Reduction for Image Search and Retrieval," in Proc. IEEE International. Conference on  Image Processing (ICIP 2000), Vancouver, Canada, September 2000. [abstract]

  11. P. Wu, B. S. Manjunath, S.D. Newsam and H.D.Shin, "A Texture Descriptor for Image Retrieval and Browsing", Computer Vision and Pattern Recognition Workshop, Fort Collins, CO, USA, June 1999. [abstract]  

  12. W.Y.Ma and B. S. Manjunath, " NeTra: a toolbox for navigating large image databases", Multimedia Systems, vol.7, (no.3), Springer-Verlag, Berlin, Germany, pp.184-98, May 1999. [abstract]

  13. Y. Deng, S.Kenney, M.S.Moore and B. S.Manjunath, "Peer group filtering and perceptual color image quantization", Proc. IEEE International Symposium on Circuits and Systems VLSI , (ISCAS'99), Orlando, FL,  vol 4, pp.21-4 , June 1999. [abstract]

  14. Y.Deng, B. S.Manjunath and H.Shin "Color image segmentation"Proc. IEEE Computer Society Conference on Computer Vision and Pattern Recognition, CVPR '99, Fort Collins, CO, vol.2, pp.446-51, June 1999. [abstract]

  15. Y. Deng and B. S.Manjunath, "An efficient low-dimensional color indexing scheme for region based image retrieval," Proc. IEEE Intl. Conference on Acoustics, Speech and Signal Processing (ICASSP-99), Phoenix, Arizona, March 1999. [abstract]

  16. B. S. Manjunath and Y. Deng, "Issue for image/video digital libraries," Proc. IEEE International Symposium on Circuits and Systems (ISCAS'98), Monterey, CA, vol. 3, pp. 595-598, June 1998. [abstract]

  17. B. S. Manjunath, "Image processing in the Alexandria Digital Library project," Proc. IEEE Conference on Advances in Digital Libraries (ADL'98), Santa Barbara, CA, pp. 180-187, April 1998 (invited paper). [abstract]

  18. Wei-Ying Ma, Manjunath, B. S. Manjunath " A texture thesaurus for browsing large aerial photographs ", Journal of the American Society for Information Science, vol.49, (no.7), Wiley for ASIS, pp.633-48, May 1998. [abstract]

  19. Y. Deng, D. Mukherjee, and B. S. Manjunath, "Netra-V: Towards an object based video representation," Proc. SPIE: Storage and Retrieval for Image and Video Databases, vol. 3312, pp. 202-213, San Jose, CA, Jan 1998.[abstract]

  20. Y.Deng and B. S. Manjunath, "NeTra-V: toward an object-based video representation," IEEE Transactions on Circuits and Systems for Video Technology, vol.8, (no.5), pp.616-27, Sep 1998. [abstract]

  21. Y. Deng and B. S. Manjunath, "Spatio-temporal relationships and video object extraction," Proc. 32nd Asilomar Conference on Signals, Systems and Computers, Asilomar, California, Nov 1998. [abstract]

  22. W. Y. Ma, Y. Deng, and B. S.Manjunath, "Tools for texture/color based search of images," Proc. SPIE Conference, Human Vision and Electronic Imaging II, Vol. 3106, San Jose, CA,  pp. 496-507, Feb 1997. [abstract]

  23. W. Y. Ma and B. S. Manjunath, "NETRA: A toolbox for navigating large image databases," Proc. IEEE International Conference on Image Processing, Santa Barbara, California, Vol. I, pp. 568-571, Oct 1997. [abstract]

  24. Y. Deng and B. S. Manjunath, "Content-based search of video using color, texture and motion," Proc. IEEE International Conference on Image Processing, Santa Barbara, California, Vol. II, pp. 534-537, Oct 1997. [abstract]

  25. B. S. Manjunath and W. Y. Ma, "Browsing large satellite and aerial photographs," Proc. third IEEE international conference on image processing, ICIP 96, Vol. II, pp. 765-768, Lausanne, Switzerland, Sep 1996 (invited paper). [abstract]

  26. B. S. Manjunath and W.Y. Ma,  "Texture features for browsing and retrieval of image data", IEEE Transactions on Pattern Analysis and Machine Intelligence (PAMI), vol.18, no.8, pp.837-42, Aug 1996.  (corrections and derivation of Gabor filter dictionary parameters)   [abstract]

  27. B. S. Manjunath, C. Shekhar, and R. Chellappa, "A new approach to image feature detection with applications ," Pattern Recognition, vol. 29 (4), April 1996, pp. 627-640. [abstract]

  28. W. Y. Ma and B. S. Manjunath, "Texture-based pattern retrieval from image databases ," Multimedia Tools and Applications, vol. 2(1),  pp. 35-52, Jan 1996.

  29. B. S. Manjunath (with 15 other authors) "The WWW prototype of the Alexandria digital library," Proc. International Symposium on Digital Libraries," pp. 17-27, Tsukuba, Ibaraki, Japan, Aug 1995. [abstract]

  30. W. Y. Ma and B. S. Manjunath, "Image indexing using a texture dictionary," Proceedings of SPIE conference on Image Storage and Archiving System, Philadelphia, Pennsylvania,  vol. 2606, pp. 288-298, Oct 1995. [abstract] 

  31. W. Y. Ma and B. S. Manjunath,"A comparison of wavelet transform features for texture image annotation," Proc. second International Conference on Image Processing, ICIP 95, Vol. II, pp. 256-259, Oct 1995. [abstract]

  32. W. Y. Ma and B. S. Manjunath, "Pattern Retrieval in Image Databases Based on Adaptive Signal Decomposition," Proc. 28 th Asilomar Conference on Signals, Systems and Computers, Pacific Grove, CA, pp. 1351-1355, Nov 1994. [abstract]

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Image Registration and Fusion

  1. L. M. G. Fonseca, M.H.M. Costa, B. S. Manjunath and C. Kenney, "Automatic registration of satellite imagery," Proc.NASA Image Registration Workshop, pp. 13-27, Greenbelt, MD, November 1997.

  2. L. M. G. Fonseca and B. S. Manjunath, "Registration Techniques for Multisensor Remotely Sensed Imagery ", Journal of Photogrammetry Engineering and Remote Sensing, Sep 1996.[abstract]

  3. Hui Li, B. S. Manjunath and Sanjit K. Mitra "A contour-based approach to multisensor image registration", IEEE Transactions on Image Processing, vol.4, (no.3), pp.320-34, March 1995. [abstract]

  4. H. Li, B. S. Manjunath and S. K. Mitra, "Multisensor Image Fusion Using the Wavelet Transform," Proc. first international conference on image processing, ICIP 94, Austin, Texas,  Vol. I, pp. 51-55, Nov 1994. [abstract]

  5. H. Li, B. S. Manjunath and S. K. Mitra, "Registration of 3D multimodality medical images by curve matching," Proc. IEEE 1993 Conference on Medical Imaging, San Francisco, pp. 1744-1748, Nov 1993.  [abstract]

  6. H. Li, B. S. Manjunath and S. K. Mitra, "Optical-to-SAR image registration using the active contour approach," Proc. 27 th Asilomar Conference on Signals, Systems and Computers, Pacific Grove, CA, November 1993, pp. 568-572.

  7. H. Li, B. S. Manjunath and S. K. Mitra,"Contour based multisensor image registration," Proc. 26th Asilomar Conference on Signals, Systems and Computers, Pacific Grove, CA, pp. 182-186, Oct 1992. [abstract]

  8. Qinfen. Zheng, R. Chellappa and B. S. Manjunath,  "Balloon motion estimation using two frames," Proc 25th Asilomar Conference on Signals, Systems and Computers, pp. 1057-1061, Pacific Grove, CA, Oct 1991.   [abstract]  

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Image Processing Lab Publications

  1. D. Mukherjee, J. J. Chae, S. K. Mitra, and B. S. Manjunath, "A source and channel-coding framework for vector-based data hiding in video," IEEE Trans. On Circuits and systems for video technology, vol. 10 (4), pp. 630-645 June 2000. [abstract]

  2. Tian-Hu Yu, Zhihai He, and S. K. Mitra, "A novel coding scheme for wavelet image compression," Proceedings of 34th Asilomar Conference on Signals, Systems, and Computers, October 2000.  [abstract]

  3. Zhihai He, Tian-Hu Yu, and S. K. Mitra, "Fast and accurate rate prediction and picture quality control for wavelet image coding," Proceedings of 34th Asilomar Conference on Signals, Systems, and Computers, October 2000.  [abstract]

  4. Zhihai He, Tian-Hu Yu, and S. K. Mitra, "Fast image coding using blockwise binary classification and trellis coded quantization," Proceedings of 34th Asilomar Conference on Signals, Systems, and Computers, October 2000. [abstract]

  5. Debargha Mukherjee, and Sanjit K. Mitra, "On the robustness of vector set partitioning image coders to channel errors" Proceedings of the IEEE International Symposium on Circuits and Systems, Orlando, Florida, June 1999. [abstract]

  6. Debargha Mukherjee, and Sanjit K. Mitra, "Generalized variable dimensional set partitioning for embedded wavelet image compression," Proceedings of the IEEE International Conference on Acoustics, Speech, and Signal Processing, Phoenix, Arizona, March 1999. [abstract]

  7. D. Mukherjee, and Sanjit K. Mitra, "Arithmetic coded vector set-partitioning with classified tree-multistage VQ for color image coding," Proceedings of the IEEE Workshop on Multimedia Signal Processing, Redondo Beach, California, pp. 444-49, December 1998. [abstract]

  8. D. Mukherjee, Y. Deng and S. K. Mitra, "A region-based video coder using edge flow segmentation and hierarchical affine region matching," Proc. of SPIE, Visual Communications and Image Processing, vol. 3309, p.338-49, 1998. [abstract]

  9. Debargha Mukherjee, and Sanjit K. Mitra, "Vector set-partitioning with successive refinement Voronoi lattice VQ for embedded wavelet image coding," Proceedings of the IEEE International Conference on Image Processing, Chicago, Illinois, vol. 1, pp. 107-11, October 1998 - Winner of Student Paper Award at ICIP98. [abstract]

  10. Debargha Mukherjee and Sanjit K. Mitra, "Vector set partitioning with classified successive refinement VQ for embedded wavelet image coding", Proceedings of the IEEE International Symposium on Circuits and Systems, Monterey, California, vol. 4, pp. 25-28, June 1998. [abstract]

  11. J. J. Chae, D. Mukherjee and B. S. Manjunath, "A Robust data hiding technique using multidimensional lattices," Proc. IEEE Conference on Advances in Digital Libraries (ADL'98), Santa Barbara, CA, pp. 319-326, April 1998. [abstract]

  12. J. J. Chae and B. S. Manjunath, "A Robust Embedded Data from Wavelet Coefficients," Proc. SPIE: Storage and Retrieval for Image and Video Databases VI, vol. 3312, pp. 308-317, San Jose, CA, January 1998. [abstract]

  13. Y. Deng, D. Mukherjee, and B. S. Manjunath, "Netra-V: Towards an object based video representation," Proc. SPIE: Storage and Retrieval for Image and Video Databases, vol. 3312, pp. 202-213, San Jose, CA, Jan 1998.[abstract]

  14. A. Hossen, U. Heute, O. Shentov, and S. K. Mitra, " Subband DFT - Part II: Accuracy, Complexity and Applications," Signal Processing, vol. 42, No. 3, pp. 279-294, Feb 1995. 

  15. C. D. Creusere and S. K. Mitra, "A Simple Method for Designing High-Quality Prototype Filters for M-band Pseudo QMF Banks," IEEE Trans. on Signal Processing, vol. 43, pp. 1005-1007, April 1995.

  16. E. Abreun and S. K. Mitra, "Signal-Dependent Rank-Ordered Mean (SD-ROM) Filters for Removal of Impulses from Highly Corrupted Images," Proc. IEEE International Conference on Acoustics, Speech & Signal Processing, Detroit, MI, pp. 2371-2374, May 1995.

  17. I-S Lin and S. K..Mitra, "Efficient 2-D FIR Filtering Algorithms Based on Overlapped Block Structure," Proc. 38th Midwest Symposium on Circuits and Systems, Rio de Janeiro, Brazil, Aug 1995.

  18. M. Lightstone, E. Abreu, S. K. Mitra, and K. Arakawa, "State-Conditioned Rank-Ordered Filtering for Removing Impulse Noise in Images," Proc. IEEE International Symposium on Circuits & Systems, Seattle, WA, pp. 957-960, May 1995.

  19. M. Lightstone, S. K. Mitra, and K. Rose, "Locally Optimal Codebook Design for Quadtree-Based Vector Quantization," Proc. IEEE International Conference on Acoustics, Speech & Signal Processing, Detroit, MI, pp. 2479-2482, May 1995.

  20. O. Shentov, S. K. Mitra, A. Hossen and U. Heute, "Subband DFT - Part I: Definition, Interpretation and Extensions," Signal Processing, vol. 42, No. 3, pp. 261-278, Feb 1995.

  21. S. Thurnhofer and S. K. Mitra, " Designing Quadratic Volterra Filters for Nonlinear Edge Enhancement ", Proc. 1995 International Conference on Digital Signal Processing, Limassol, Cyprus, pp. 320-325, June 1995 (Invited Paper).

  22. S. K. Mitra, S. Thurnhofer, M. Lightstone and N. Strobel, "Two-Dimensional Teager Operators and their Image Processing Applications," Proc. 1995 IEEE Workshop on Nonlinear Signal & Image Processing, Halkidiki, Greece, pp. 959-962, June 1995  - (Invited Paper).

  23. S. Thurnhofer and S. K. Mitra, "Quadratic Volterra Filters with Mean-Weighted Highpass Characteristics," Proc. 1995 IEEE Workshop on Nonlinear Signal & Image Processing, Halkidiki, Greece, pp. 368-371, June 1995.

  24. S. Bagchi and S. K. Mitra, "An Efficient Algorithm for DTMF Decoding Using the Subband NDFT," Proc. IEEE International Symposium on Circuits & Systems, Seattle, WA, pp. 1936-1939, May 1995.

  25. S. Bagchi and S. K. Mitra, "Nonseparable 2D FIR Filter Design Using Nonuniform Frequency Sampling," Proc. IS&T/ SPIE Symposium on Electronic Imaging: Image and Video Processing III, San Jose, pp. 104-115, Feb 1995. [abstract]

  26. T. Wiegand, M. Lightstone, T. G. Campbell, and S. K. Mitra, " A Rate-Constrained Encoding Strategy for H.263 Video Compression ", Proc. International Symposium on Multimedia Communication and Video Coding, Brooklyn, NY, Oct 1995.

  27. T. Wiegand, M. Lightstone, T.G. Campbell, and S. K..Mitra, " Efficient Mode Selection for Block-Based Motion Compensated Video Coding ", Proc. IEEE International Conference on Image Processing, Washington, D.C.,  pp. 559-562, Oct 1995.

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Image Texture

  1. B. S. Manjunath, J. -R. Ohm, V. V. Vinod, and A. Yamada, "Color and Texture descriptors," IEEE Trans. Circuits and Systems for Video Technology, Special Issue on MPEG-7, 2001. [abstract]

  2. P. Wu, B. S. Manjunath, and H. D. Shin, "Dimensionality Reduction for Image Search and Retrieval," in Proc. IEEE International. Conference on  Image Processing (ICIP 2000), Vancouver, Canada, September 2000. [abstract]

  3. G. M. Haley and B. S. Manjunath, "Rotation-invariant texture classification using a complete space-frequency model", IEEE Transactions on Image Processing,  vol.8, no.2, p.255-69, Feb 1999. [abstract]

  4. J. Winkeler, B. S. Manjunath and S.Chandrasekaran "Subset selection for active object recognition "Proc. IEEE Computer Society Conference on Computer Vision and Pattern Recognition, Fort Collins, CO, USA,  pp.511-16 vol. 2, June 1999. [abstract]

  5. P. Wu, B. S. Manjunath, S.D. Newsam and H.D.Shin, "A Texture Descriptor for Image Retrieval and Browsing", Computer Vision and Pattern Recognition Workshop, Fort Collins, CO, USA, June 1999. [abstract]  

  6. J. F. Winkeler and B. S. Manjunath, "Incremental Evolution in Genetic Programming," Proc. of the third Annual Conference on Genetic Programming 1998, pp. 403-411, July 1998. [abstract]

  7. Wei-Ying Ma, Manjunath, B. S. Manjunath " A texture thesaurus for browsing large aerial photographs ", Journal of the American Society for Information Science, vol.49, (no.7), Wiley for ASIS, pp.633-48, May 1998. [abstract]

  8. Y. Deng and B. S. Manjunath, "NeTra-V: toward an object-based video representation," IEEE Transactions on Circuits and Systems for Video Technology, vol.8, (no.5), pp.616-27, Sep 1998. [abstract]

  9. Y. Deng, D. Mukherjee, and B. S. Manjunath, "Netra-V: Towards an object based video representation," Proc. SPIE: Storage and Retrieval for Image and Video Databases, vol. 3312, pp. 202-213, San Jose, CA, Jan 1998.[abstract]

  10. J. F. Winkeler and B. S.Manjunath, "Genetic programming for object detection", Proceedings of Genetic Programming 1997 Conference, Stanford, CA, USA, 13-16 July 1997, p.330-5.  [abstract]

  11. S.Chandrasekaran, B. S.Manjunath, Y.F.Wang, J.Winkeler and H.Zhang,. "An eigenspace update algorithm for image analysis", Graphical Models and Image Processing, vol.59, (no.5), Academic Press, pp.321-32, Sep 1997. [abstract]

  12. W. Y. Ma and B. S. Manjunath, "NETRA: A toolbox for navigating large image databases," Proc. IEEE International Conference on Image Processing, Santa Barbara, California, Vol. I, pp. 568-571, Oct 1997. [abstract]

  13. W. Y. Ma, Y. Deng, and B. S.Manjunath, "Tools for texture/color based search of images," Proc. SPIE Conference, Human Vision and Electronic Imaging II, Vol. 3106, San Jose, CA,  pp. 496-507, Feb 1997. [abstract]

  14. B. S. Manjunath and W. Y. Ma, "Browsing large satellite and aerial photographs," Proc. third IEEE international conference on image processing, ICIP 96, Vol. II, pp. 765-768, Lausanne, Switzerland, Sep 1996 (invited paper). [abstract]

  15. B. S. Manjunath and W.Y. Ma,  "Texture features for browsing and retrieval of image data", IEEE Transactions on Pattern Analysis and Machine Intelligence (PAMI), vol.18, no.8, pp.837-42, Aug 1996.  (corrections and derivation of Gabor filter dictionary parameters)   [abstract]

  16. B. S. Manjunath, C. Shekhar, and R. Chellappa, "A new approach to image feature detection with applications ," Pattern Recognition, vol. 29 (4), April 1996, pp. 627-640. [abstract]

  17. W. Y. Ma and B. S. Manjunath, "Texture features and learning similarity," Proc. IEEE International Conference on Computer Vision and Pattern Recognition, San Francisco, CA, pp. 425-430, June 1996.  [abstract]

  18. W. Y. Ma and B. S. Manjunath, "Texture-based pattern retrieval from image databases ," Multimedia Tools and Applications, vol. 2(1),  pp. 35-52, Jan 1996.

  19. B. S. Manjunath, S.Chandrasekaran and Y.F. Wang, "An eigenspace update algorithm for image analysis", Proceedings of International Symposium on Computer Vision - ISCV, Coral Gables, FL, USA,  pp.551-6, Nov. 1995. [abstract]

  20. G. M. Haley and B. S. Manjunath, "Rotation-invariant texture classification using modified Gabor filters," Proc. second IEEE international conference on image processing, ICIP 95, Vol. I, pp. 262-265, Oct 1995. [abstract]

  21. W. Y. Ma and B. S. Manjunath, "Image indexing using a texture dictionary," Proceedings of SPIE conference on Image Storage and Archiving System, Philadelphia, Pennsylvania,  vol. 2606, pp. 288-298, Oct 1995. [abstract] 

  22. W. Y. Ma and B. S. Manjunath, "A comparison of wavelet transform features for texture image annotation," Proc. second International Conference on Image Processing, ICIP 95, Vol. II, pp. 256-259, Oct 1995. [abstract]

  23. W. Y. Ma and B. S. Manjunath, "Pattern Retrieval in Image Databases Based on Adaptive Signal Decomposition," Proc. 28 th Asilomar Conference on Signals, Systems and Computers, Pacific Grove, CA, pp. 1351-1355, Nov 1994. [abstract]

  24. B. S. Manjunath and W. Y. Ma, "Information Retrieval in Image Databases," Proc. ISMM International conference on Multimedia Systems and Applications, Honolulu, Hawaii, August 1994, pp. 6-9.

  25. C. Tsai, B. S. Manjunath and J.Crues, "A Model based approach to detecting spinal disk degenerations from MRI data," Proc. IEEE 1993 Conference on Medical Imaging, San Francisco,  pp. 1307-1311, Nov 1993.

  26. B. S. Manjunath, "Gabor wavelet transform and application to problems in computer vision," Proc. 26th Asilomar Conference on Signals, Systems and Computers, Pacific Grove, CA, pp. 796-800, Oct 1992 (invited paper). [abstract]

  27. B. S. Manjunath, Chandra Shekhar, R. Chellappa and C. von der Malsburg, "A Robust method for detecting image features with applications to face recognition and motion correspondence," Proc. 11th IAPR International Conference on Pattern Recognition, The Hague, Netherlands, pp. 208-212, Aug 1992. [abstract]

  28. B. S. Manjunath, R. Chellappa, and C. von der Malsburg, "A feature based approach to face recognition," Proc. IEEE Conference on Computer Vision and Pattern Recognition,  Champaign, IL, pp. 373-378, June 1992.  [abstract]  

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Digital Watermarking and Data Hiding

  1. K. Solanki, O. Dabeer, U. Madhow, B. S. Manjunath, and Shiv Chandrasekaran, "Robust Image-Adaptive Data Hiding: Modeling, Source Coding, and Channel Coding," 41st Allerton Conference on Communications, Control, and Computing, Oct 2003. [abstract]

  2. K. Solanki, O. Dabeer, B. S. Manjunath, U. Madhow, and Shiv Chandrasekaran, "A Joint Source-Channel Coding Scheme for Image-in-Image Data Hiding," IEEE International Conference on Image Processing (ICIP), Barcelona, Spain, September 2003. [abstract]

  3. K. Sullivan, O. Dabeer, U. Madow, B. S. Manujunath, and S. Chandrasekaran, "LLRT Based Detection of LSB Hiding," IEEE International Conference on Image Processing (ICIP), Barcelona, Spain, September 2003. [abstract]

  4. O. Dabeer, K. Sullivan, U. Madow, S. Chandrasekaran, and B. S. Manjunath, "Detection of hiding in the least significant bit," Proceedings of Conference on Information Sciences and Systems, March,2003. [abstract]

  5. K. Solanki, N. Jacobsen, S. Chandrasekaran, U. Madhow, and B. S. Manjunath, "High-volume data hiding in images: Introducing perceptual criteria into quantization based embedding,"  Proceedings of ICASSP, May 2002.  [abstract]

  6. N. Jacobsen, K. Solanki, U. Madhow, B. S. Manjunath, and S. Chandrasekaran, "Image-adaptive hidgh-volume data hiding based on scalar quantization,"  Proceedings of IEEE Military Communications Conference (MILCOM), Anaheim, CA, USA, October 2002. [abstract]

  7. D. Mukherjee, J. J. Chae, S. K. Mitra, and B. S. Manjunath, "A source and channel-coding framework for vector-based data hiding in video," IEEE Trans. On Circuits and systems for video technology, vol. 10 (4), pp. 630-645 June 2000. [abstract]

  8. J.J.Chae and B. S. Manjunath, "A technique for image data hiding and reconstruction without host image," Proceedings of the SPIE - The International Society for Optical Engineering, vol.3657, (Security and Watermarking of Multimedia Contents), San Jose, CA, USA, pp.386-96, Jan 1999. [abstract]

  9. J. J. Chae and B. S. Manjunath, "Data hiding in Video," Proceedings of 6th IEEE International Conference on Image Processing (ICIP'99), Kobe, Japan, 24-28 Oct. 1999.  p.311-15 vol.1.  [abstract]

  10. J. J. Chae, D. Mukherjee and B. S. Manjunath, "A Robust data hiding technique using multidimensional lattices," Proc. IEEE Conference on Advances in Digital Libraries (ADL'98), Santa Barbara, CA, pp. 319-326, April 1998. [abstract]

  11. J.J. Chae and B. S. Manjunath, "A Robust Embedded Data from Wavelet Coefficients," Proc. SPIE: Storage and Retrieval for Image and Video Databases VI, vol. 3312, pp. 308-317, San Jose, CA, January 1998. [abstract]

  12. J. J. Chae, D. Mukherjee and B. S. Manjunath, "Color image embedding using multidimensional lattice structures," Proc. IEEE Intl. Conference on Image Processing (ICIP'98), Chicago, IL, Oct 1998. [abstract]

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Image and Video Segmentation

  1. B. Sumengen, B. S. Manjunath, C. Kenney, "Image Segmentation using Curve Evolution and Flow Fields," Proceedings of IEEE International Conference on Image Processing (ICIP), Rochester, NY, USA, September 2002. [abstract]

  2. B. Sumengen, B. S. Manjunath, C. Kenney, "Image Segmentation using Curve Evolution and Region Stability," Proceedings of  IEEE International Conference on Pattern Recognition (ICPR) 2002, Québec City, Canada, August 2002. [abstract]

  3. B. Sumengen, B. S. Manjunath, C. Kenney, "Image Segmentation using Curve Evolution," Asilomar Conference on Signals, Systems and Computers, Monterey, CA, November 2001. [abstract]

  4. W. Y. Ma and B. S. Manjunath, "EdgeFlow: A technique for boundary detection and segmentation," IEEE Transactions on vol. 9(8), pp. 1375-88, August 2000. [abstract]

  5. Y. Deng, B. S.Manjunath and H.Shin "Color image segmentation"Proc. IEEE Computer Society Conference on Computer Vision and Pattern Recognition, CVPR '99, Fort Collins, CO, vol.2, pp.446-51, June 1999. [abstract]

  6. Y. Deng, S.Kenney, M.S.Moore and B. S.Manjunath, "Peer group filtering and perceptual color image quantization", Proc. IEEE International Symposium on Circuits and Systems VLSI , (ISCAS'99), Orlando, FL,  vol 4, pp.21-4 , June 1999. [abstract]

  7. G. A. Hewer, C.Kenney and B. S.Manjunath, " Variational image segmentation using boundary functions," IEEE Transactions on Image Processing, vol.7, (no.9), pp.1269-82, Sep 1998. [abstract]

  8. N. Strobel, S. K. Mitra and B. S. Manjunath, "Reversible wavelet and spectral transforms for lossless compression of color images," Proc. IEEE Intl. Conference on Image Processing (ICIP'98), Chicago, IL, Oct 1998. [abstract]

  9. Y. Deng and B. S. Manjunath, "Spatio-temporal relationships and video object extraction," Proc. 32nd Asilomar Conference on Signals, Systems and Computers, Asilomar, California, Nov 1998. [abstract]

  10. Y. Deng, D. Mukherjee, and B. S. Manjunath, "Netra-V: Towards an object based video representation," Proc. SPIE: Storage and Retrieval for Image and Video Databases, vol. 3312, pp. 202-213, San Jose, CA, Jan 1998.[abstract]

  11. W. Y. Ma and B. S. Manjunath, "Edge flow: a framework for boundary detection and image segmentation," Proc. IEEE International Conference on Computer Vision and Pattern Recognition (CVPR), San Juan, Puerto Rico,  pp. 744-749, June 1997. [abstract]

  12. G. Hewer, C. Kenney, and B. S. Manjunath, Image segmentation via functionals based on boundary functions," Proc. Third IEEE international conference on Image processing, ICIP 96, Vol. I, pp. 813-816, Lausanne, Switzerland, Sep 1996.  [abstract]

  13. C. Tsai, B. S. Manjunath and R. Jagadeesan, "Automated segmentation of brain MR images ," Pattern Recognition, pp. 1825-37, Dec 1995.

  14. B. S. Manjunath and R. Chellappa, "A Unified approach to boundary perception: edges, textures and illusory contours," IEEE Trans. Neural Networks, Vol. 4, No. 1, Jan 1993, pp. 96-108. [abstract]

  15. B. S. Manjunath and R. Chellappa, "A Computational model for Boundary Perception," Proc. of IEEE Conference on Computer Vision and Pattern Recognition , pp. 358-363, Hawaii, June 91.[abstract]  

  16. B. S. Manjunath and R. Chellappa, "A Note on Unsupervised Texture Segmentation"' IEEE Trans. Patt. Anal. Mach. Intell., Vol. PAMI-13, pp. 478-483, May 1991.

  17. B. S.Manjunath, T. Simchony and R.Chellappa, "Stochastic and deterministic networks for texture segmentation", IEEE Transactions on Acoustics, Speech and Signal Processing, vol.38, (no.6),  pp.1039-49, June 1990. [abstract]  

  18. B. S. Manjunath and R.Chellappa, "Stochastic learning networks for texture segmentation", Proc. of 22nd Asilomar Conference on Signals and Systems,, Pacific Grove, CA, pp. 511-516, Nov 1988. [abstract]

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Book Chapters

  1. R. Chellappa and B. S. Manjunath, "Texture classification and Segmentation: Tribulations, Triumphs and Tributes," in Foundations of Image Understanding (editor: L. Davis), Kluwer Academic Publishers, 2001.

  2. B. S. Manjunath and R. Chellappa, "Image Texture," in Encyclopedia of Electrical and Electronics Engineering (invited chapter), J. G. Webster (editor), (http://www.interscience.wiley.com:83/eeee/) John Wiley & Sons, 1999.

  3. B. S. Manjunath, D. Forsyth, and J. Malik,  "Image/Video Libraries" in Advances in Multimedia: Standards, Systems and Networks, A. Puri and T. Chen (editors) (invited chapter), Marcel Dekker Inc, New York, 1999.

  4. B. S. Manjunath, G. M. Haley and W. Y. Ma, "Multi-band approaches to image Classification and segmentation," Image and Video Processing Handbook, Al Bovik (editor), Academic Press (invited chapter), 1999.

  5. B. S. Manjunath and R. Chellappa, "Grouping and segmentation using neural networks: applications to edge detection, texture segmentation, and face recognition," in Progress in Neural Networks, Vol. 4: Machine Vision, O. M. Omidvar and R. Mohan (editors), Ablex Publishing Corporation, 1997.

  6. R. Chellappa, R. L. Kashyap and B. S. Manjunath, "Model based texture segmentation and classification," in Handbook of Pattern Recognition and Computer Vision, C. H. Chen, L. F. Pau and P. S. P. Wang, editors, World Scientific Publishing Company, 1992.

  7. R. Chellappa, B. S. Manjunath and T. Simchony, "Texture segmentation with neural networks," in Neural Networks in Signal Processing, ed. B.Kosko, pp. 37-61, Prentice Hall 1992.

  8. A. Rangarajan, R. Chellappa and B. S. Manjunath, "Markov Random Fields and Neural Networks with applications to Early Vision Problems" in Artificial Neural Networks and Statistical Pattern Recognition, ed. I. Sethi, pp. 155-174, Elsevier Science Publishers 1991.

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