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IPL

@inproceedings{Mukherjee99-98
	author		= {Debargha Mukherjee and and Sanjit K. Mitra},
	title		= {Generalized variable dimensional set partitioning for embedded wavelet image compression},
	booktitle	= {IEEE International Conference on Acoustics, Speech, and Signal Processing},
	location	= {Phoenix, Arizona},
	month		= {Mar},
	year		= {1999},
	url		= {https://vision.ece.ucsb.edu/sites/default/files/publications/99ICASSPDebu.pdf},
}
@inproceedings{Moore99-88
	author		= {Michael S. Moore and Sanjit K. Mitra},
	title		= {Performance Analysis of the Two-State Signal-Dependent Rank Order Mean Filter},
	booktitle	= {SPIE Nonlinear Image Processing X},
	location	= {San Jose, CA},
	volume		= {3646},
	pages		= {56--66},
	month		= {Jan},
	year		= {1999},
	url		= {https://vision.ece.ucsb.edu/sites/default/files/publications/99SPIEMike.pdf},
}
@inproceedings{Mukherjee98-76
	author		= {D. Mukherjee and Sanjit K. Mitra},
	title		= {Arithmetic coded vector set-partitioning with classified tree-multistage VQ for color image coding},
	booktitle	= {IEEE Workshop on Multimedia Signal Processing},
	location	= {Redondo Beach, California},
	pages		= {444--49},
	month		= {Dec},
	year		= {1998},
	url		= {https://vision.ece.ucsb.edu/sites/default/files/publications/98MMSP.pdf},
}
@inproceedings{Gandhi98-66
	author		= {R. Gandhi and S. K. Mitra},
	title		= {Design of two-channel low delay perfect reconstruction filter banks},
	booktitle	= {Asilomar Conference on Signals, Systems and Computers},
	location	= {Pacific Grove, CA},
	pages		= {1655--1699},
	month		= {Nov},
	year		= {1998},
	url		= {https://vision.ece.ucsb.edu/sites/default/files/publications/98AsilomarRajeev.pdf},
}
@inproceedings{Mukherjee98-74
	author		= {Debargha Mukherjee and Sanjit K. Mitra},
	title		= {Vector set-partitioning with successive refinement Voronoi lattice VQ for embedded wavelet image coding},
	booktitle	= {IEEE International Conference on Image Processing},
	location	= {Chicago, Illinois},
	volume		= {1},
	pages		= {107--11},
	month		= {Oct},
	year		= {1998},
	url		= {https://vision.ece.ucsb.edu/sites/default/files/publications/98ICIPDebu.pdf},
}
@inproceedings{Gandhi98-65
	author		= {R. Gandhi and S. K. Mitra},
	title		= {A new approach to the design of two-channel perfect reconstruction filter banks},
	booktitle	= {5th IEEE International Conference on Electronics, Circuits, and Systems},
	location	= {Lisbon, Portugal},
	pages		= {405--408},
	month		= {Sep},
	year		= {1998},
	url		= {https://vision.ece.ucsb.edu/sites/default/files/publications/98ICECSRajeev.pdf},
}
@inproceedings{Chandra98-77
	author		= {C. Chandra and M. S. Moore and S. K. Mitra},
	title		= {An Efficient Method for the Removal of Impulse Noise from Speech and Audio Signals},
	booktitle	= {IEEE International Symposium on Circuits and Systems (ISCAS)},
	location	= {Monterey, CA},
	volume		= {4},
	pages		= {206--208},
	month		= {Jun},
	year		= {1998},
	url		= {https://vision.ece.ucsb.edu/sites/default/files/publications/98ISCASCharu.pdf},
}
@inproceedings{Mukherjee98-73
	author		= {Debargha Mukherjee and Sanjit K. Mitra},
	title		= {Vector set partitioning with classified successive refinement VQ for embedded wavelet image coding},
	booktitle	= {IEEE International Symposium on Circuits and Systems},
	location	= {Monterey, California},
	volume		= {4},
	pages		= {25--28},
	month		= {Jun},
	year		= {1998},
	url		= {https://vision.ece.ucsb.edu/sites/default/files/publications/98ISCASDebu.pdf},
}
@inproceedings{Gandhi98-64
	author		= {R. Gandhi and S. K. Mitra},
	title		= {A computationally efficient design of two-band QMF banks based on the frequency-sampling approach},
	booktitle	= {IEEE International Symposium on Circuits and Systems (ISCAS'98)},
	location	= {Monterey, CA},
	pages		= {421--424},
	month		= {Jun},
	year		= {1998},
	url		= {https://vision.ece.ucsb.edu/sites/default/files/publications/98ISCASRajeev.pdf},
}
@inproceedings{Mukherjee98-75
	author		= {D. Mukherjee and Y. Deng and S. K. Mitra},
	title		= {A region-based video coder using edge flow segmentation and hierarchical affine region matching},
	booktitle	= {SPIE Visual Communications and Image Processing},
	volume		= {3309},
	pages		= {338--49},
	year		= {1998},
	url		= {https://vision.ece.ucsb.edu/sites/default/files/publications/98SPIECod.pdf},
}
@inproceedings{Strobel97-54
	author		= {N. Strobel and S. K. Mitra and B. S. Manjunath},
	title		= {Model-based detection and correction of corrupted wavelet coefficients},
	booktitle	= {IEEE International Conference on Image Processing},
	location	= {Santa Barbara, CA, USA},
	volume		= {1},
	pages		= {925--928},
	month		= {Oct},
	year		= {1997},
	url		= {https://vision.ece.ucsb.edu/sites/default/files/publications/97ICIPWav.pdf},
}
@inproceedings{Bernstein97-52
	author		= {Reinhard Bernstein and Michael S. Moore and Sanjit K. Mitra},
	title		= {Adjustable Quadratic Filters for Image Enhancement},
	booktitle	= {IEEE International Conference on Image Processing (ICIP)},
	location	= {Santa Barbara, CA},
	volume		= {1},
	pages		= {287--290},
	month		= {Oct},
	year		= {1997},
	url		= {https://vision.ece.ucsb.edu/sites/default/files/publications/97ICIPMike.pdf},
}
@inproceedings{Moore97-56
	author		= {Michael S. Moore and Reinhard Bernstein and Sanjit K. Mitra},
	title		= {A Generalization of the Teager Algorithm},
	booktitle	= {IEEE Workshop on Nonlinear Signal Processing (NSIP)},
	location	= {Michigan},
	month		= {Sep},
	year		= {1997},
	url		= {https://vision.ece.ucsb.edu/sites/default/files/publications/97NSIP.pdf},
}
@inproceedings{Strobel97-55
	author		= {N. Strobel and S. K. Mitra and B. S. Manjunath},
	title		= {Progressive Resolution Transmission and Lossless Compression of Color Images for Digital Image Libraries},
	booktitle	= {13th International Conference on Digital Signal Processing},
	location	= {Santorini, Greece},
	volume		= {1},
	pages		= {435--438},
	month		= {Jul},
	year		= {1997},
	url		= {https://vision.ece.ucsb.edu/sites/default/files/publications/97DSP.pdf},
}
@inproceedings{Gandhi97-53
	author		= {R. Gandhi and S. K. Mitra},
	title		= {Aliasing cancelation in block filters and periodically time varying systems: a time-domain approach},
	booktitle	= {IEEE International Symposium on Circuits and Systems (ISCAS'97)},
	location	= {Hong Kong},
	pages		= {2421--2424},
	month		= {Jun},
	year		= {1997},
	url		= {https://vision.ece.ucsb.edu/sites/default/files/publications/97ISCASRajeev.pdf},
}
@inproceedings{Wiegand95-19
	author		= {T. Wiegand and M. Lightstone and T. G. Campbell and S. K. Mitra},
	title		= {A Rate-Constrained Encoding Strategy for H.263 Video Compression},
	booktitle	= {International Symposium on Multimedia Communication and Video Coding},
	location	= {Brooklyn, NY},
	month		= {Oct},
	year		= {1995},
}
@inproceedings{Wiegand95-18
	author		= {T. Wiegand and M. Lightstone and T.G. Campbell and S. K..Mitra},
	title		= {Efficient Mode Selection for Block-Based Motion Compensated Video Coding},
	booktitle	= {IEEE International Conference on Image Processing},
	location	= {Washington, D.C.},
	pages		= {559--562},
	month		= {Oct},
	year		= {1995},
}
@inproceedings{Lin95-29
	author		= {I-S Lin and S. K..Mitra},
	title		= {Efficient 2-D FIR Filtering Algorithms Based on Overlapped Block Structure},
	booktitle	= {38th Midwest Symposium on Circuits and Systems},
	location	= {Rio de Janeiro, Brazil},
	month		= {Aug},
	year		= {1995},
}
@inproceedings{Thurnhofer95-24
	author		= {S. Thurnhofer and S. K. Mitra},
	title		= {Designing Quadratic Volterra Filters for Nonlinear Edge Enhancement},
	booktitle	= {International Conference on Digital Signal Processing},
	location	= {Limassol, Cyprus},
	pages		= {320--325},
	month		= {Jun},
	year		= {1995},
}
@inproceedings{Mitra95-23
	author		= {S. K. Mitra and S. Thurnhofer and M. Lightstone and N. Strobel},
	title		= {Two-Dimensional Teager Operators and their Image Processing Applications},
	booktitle	= {IEEE Workshop on Nonlinear Signal & Image Processing},
	location	= {Halkidiki, Greece},
	pages		= {959--962},
	month		= {Jun},
	year		= {1995},
}
@inproceedings{Thurnhofer95-22
	author		= {S. Thurnhofer and S. K. Mitra},
	title		= {Quadratic Volterra Filters with Mean-Weighted Highpass Characteristics},
	booktitle	= {IEEE Workshop on Nonlinear Signal & Image Processing},
	location	= {Halkidiki, Greece},
	pages		= {368--371},
	month		= {Jun},
	year		= {1995},
}
@inproceedings{Abreun95-32
	author		= {E. Abreun and S. K. Mitra},
	title		= {Signal-Dependent Rank-Ordered Mean (SD-ROM) Filters for Removal of Impulses from Highly Corrupted Images},
	booktitle	= {IEEE International Conference on Acoustics, Speech & Signal Processing},
	location	= {Detroit, MI},
	pages		= {2371--2374},
	month		= {May},
	year		= {1995},
}
@inproceedings{Lightstone95-28
	author		= {M. Lightstone and E. Abreu and S. K. Mitra and K. Arakawa},
	title		= {State-Conditioned Rank-Ordered Filtering for Removing Impulse Noise in Images},
	booktitle	= {IEEE International Symposium on Circuits & Systems},
	location	= {Seattle, WA},
	pages		= {957--960},
	month		= {May},
	year		= {1995},
}
@inproceedings{Lightstone95-27
	author		= {M. Lightstone and S. K. Mitra and K. Rose},
	title		= {Locally Optimal Codebook Design for Quadtree-Based Vector Quantization},
	booktitle	= {IEEE International Conference on Acoustics, Speech & Signal Processing},
	location	= {Detroit, MI},
	pages		= {2479--2482},
	month		= {May},
	year		= {1995},
}
@inproceedings{Bagchi95-21
	author		= {S. Bagchi and S. K. Mitra},
	title		= {An Efficient Algorithm for DTMF Decoding Using the Subband NDFT},
	booktitle	= {IEEE International Symposium on Circuits & Systems},
	location	= {Seattle, WA},
	pages		= {1936--1939},
	month		= {May},
	year		= {1995},
}
@inproceedings{Creusere95-33
	author		= {C. D. Creusere and S. K. Mitra},
	title		= {A Simple Method for Designing High-Quality Prototype Filters for M-band Pseudo QMF Banks},
	booktitle	= {IEEE Trans. on Signal Processing},
	volume		= {43},
	pages		= {1005--1007},
	month		= {Apr},
	year		= {1995},
}
@article{Hossen95-37
	author		= {A. Hossen and U. Heute and O. Shentov and S. K. Mitra},
	title		= {Subband DFT - Part II: Accuracy  Complexity and Applications},
	journal		= {Signal Processing},
	volume		= {42},
	number		= {3},
	pages		= {279--294},
	month		= {Feb},
	year		= {1995},
}
@article{Shentov95-25
	author		= {O. Shentov and S. K. Mitra and A. Hossen and U. Heute},
	title		= {Subband DFT - Part I: Definition  Interpretation and Extensions},
	journal		= {Signal Processing},
	volume		= {42},
	number		= {3},
	pages		= {261--278},
	month		= {Feb},
	year		= {1995},
}
@inproceedings{Bagchi95-20
	author		= {S. Bagchi and S. K. Mitra},
	title		= {Nonseparable 2D FIR Filter Design Using Nonuniform Frequency Sampling},
	booktitle	= {IS&T/SPIE Symposium on Electronic Imaging: Image and Video Processing III},
	location	= {San Jose},
	pages		= {104--115},
	month		= {Feb},
	year		= {1995},
	url		= {https://vision.ece.ucsb.edu/sites/default/files/publications/95SPIEBagchiMitra.PDF},
}

Managing Multimedia Databases, Multimedia Database Mining

@inproceedings{
	author		= {Niloufar Pourian and S. Karthikeyan and B.S. Manjunath},
	title		= {Search and Retrieval of Multi-modal Data Associated with Image-parts},
	booktitle	= {International Conference on Image Processing},
	month		= {Sep},
	year		= {2015},
	url		= {https://vision.ece.ucsb.edu/sites/default/files/publications/niloufar_icip15.pdf},
}
@inproceedings{
	author		= {Niloufar Pourian and B.S. Manjunath},
	title		= {Retrieval of Images with Objects of Specific Size, Location, and Spatial Configuration},
	booktitle	= {IEEE Winter Conference on Applications of Computer Vision},
	location	= {Waikoloa, HI},
	month		= {Jan},
	year		= {2015},
	url		= {https://vision.ece.ucsb.edu/sites/default/files/publications/wacv2015_niloufar.pdf},
}

Multimedia Database Mining

@article{Kuo12-402
	author		= {Thomas Kuo and Zefeng Ni and Santhoshkumar Sunderrajan and B.S. Manjunath},
	title		= {Calibrating a Wide-Area Camera Network with Non-Overlapping Views using Mobile Devices},
	journal		= {ACM Transactions on Sensor Networks},
	volume		= {10},
	number		= {2},
	month		= {May},
	year		= {2014},
}
@article{Miller12-395
	author		= {Robert J. Miller and John Hocevar and Robert P. Stone and Dmitry V. Fedorov},
	title		= {Structure-Forming Corals and Sponges and Their Use as Fish Habitat in Bering Sea Submarine Canyons},
	journal		= {PLoS ONE},
	volume		= {7},
	number		= {3},
	year		= {2012},
	url		= {https://vision.ece.ucsb.edu/sites/default/files/publications/fedorov_pone.0033885.pdf},
}
@inproceedings{Xu10-367
	author		= {Jiejun Xu and Zefeng Ni and Carter De Leo and Thomas Kuo and and B.S. Manjunath},
	title		= {Spatial-Temporal Understanding of Urban Scenes through Large Camera Network},
	booktitle	= {ACM International Conference on Multimedia (2010), Workshop on Multimodal Pervasive Video Analysis},
	location	= {Italy},
	month		= {Oct},
	year		= {2010},
	url		= {https://vision.ece.ucsb.edu/sites/default/files/publications/10ACMXu.pdf},
}
@inproceedings{Kleban09-336
	author		= {J. Kleban and E. Moxley and J. Xu and and B. S. Manjunath},
	title		= {Global Annotation of Georeferenced Photographs},
	booktitle	= {Proceedings of ACM Conference on Image and Video Retrieval},
	location	= {Greece},
	month		= {Jul},
	year		= {2009},
	url		= {https://vision.ece.ucsb.edu/sites/default/files/publications/Kleban_CIVR.pdf},
}
@inproceedings{Moxley09-337
	author		= {E. Moxley and J. Kleban and J. Xu and and B. S. Manjunath},
	title		= {Not All Tags Are Created Equal: Learning Flickr Tag Semantics for Global Annotation.},
	booktitle	= {Proceedings of IEEE International Conference on Multimedia and Expo},
	location	= {New York},
	month		= {Jun},
	year		= {2009},
	url		= {https://vision.ece.ucsb.edu/sites/default/files/publications/Kleban_icme2009.pdf},
}
@inproceedings{Kleban09-338
	author		= {J. Kleban and E. Moxley and and B. S. Manjunath},
	title		= {SpiritTagger: A Location-Aware Interactive Web Tool for Annotating Your Photo Collection.},
	booktitle	= {The Future of Interactive Media: Workshop on Media Arts, Science, and Technology (MAST)},
	location	= {Santa Barbara, CA},
	month		= {Jan},
	year		= {2009},
	url		= {https://vision.ece.ucsb.edu/sites/default/files/publications/kleban_mast_2009_abstract.pdf},
}
@inproceedings{Kleban08-316
	author		= {Jim Kleban and Xing Xie and Wei-Ying Ma},
	title		= {Spatial Pyramid Mining For Logo Detection in Natural Scenes},
	booktitle	= {Proc. IEEE International Conference on Multimedia and Expo (ICME)},
	location	= {Hannover, Germany},
	month		= {Jun},
	year		= {2008},
	url		= {https://vision.ece.ucsb.edu/sites/default/files/publications/kleban_icme08.pdf},
}
@inproceedings{Moxley08-315
	author		= {Emily Moxley and Tao Mei and Xian-Sheng Hua and Wei-Ying Ma and B.S. Manjunath},
	title		= {Automatic Video Annotation Through Search and Mining},
	booktitle	= {Proc. IEEE International Conference on Multimedia and Expo (ICME)},
	location	= {Hannover, Germany},
	month		= {Jun},
	year		= {2008},
	url		= {https://vision.ece.ucsb.edu/sites/default/files/publications/moxley_icme08.pdf},
}
@article{Boucheron07-271
	author		= {Laura E. Boucheron and Zhiqiang Bi and Neal R. Harvey and B. S. Manjunath and David L. Rimm},
	title		= {Utility of multispectral imaging for nuclear classification of routine clinical histopathology imagery},
	journal		= {BMC Cell Biology},
	location	= {BioMed Central},
	volume		= {8},
	month		= {Jul},
	year		= {2007},
	url		= {https://vision.ece.ucsb.edu/sites/default/files/publications/laura_BMCCB_2007.pdf},
}
@phdthesis{Byun07-290
	author		= {Jiyun Byun},
	title		= {Quantitative Analysis and Modeling of Confocal Retinal Images},
	booktitle	= {Ph.D. Thesis},
	location	= {University of California, Santa Barbara},
	month		= {Jun},
	year		= {2007},
	url		= {https://vision.ece.ucsb.edu/sites/default/files/publications/jiyunbyun_thesis.pdf},
}
@inproceedings{Byun06-274
	author		= {J. Byun and M. R. Verardo and N. Vu and D. Fedorov and G. P. Lewis and S. K. Fisher and B. S. Manjunath},
	title		= {Quantifying structural distortions in retinal tissue before and after injury},
	booktitle	= {Workshop on Multiscale Biological Imaging, Data Mining & Informatics},
	location	= {Santa Barbara, CA, USA},
	month		= {Sep},
	year		= {2006},
	url		= {https://vision.ece.ucsb.edu/sites/default/files/publications/jiyun_bioimage_2006.pdf},
}
@inproceedings{Boucheron06-272
	author		= {Laura E. Boucheron and Neal R. Harvey and B. S. Manjunath},
	title		= {Utility of Multispectral Imaging for Analysis of Routine Clinical Histopathology Imagery},
	booktitle	= {Workshop on Multiscale Biological Imaging, Data Mining & Informatics},
	location	= {Santa Barbara, CA, USA},
	month		= {Sep},
	year		= {2006},
	url		= {https://vision.ece.ucsb.edu/sites/default/files/publications/laura_bioimage_2006.pdf},
}
@inproceedings{Newsam04-162
	author		= {S. Newsam and J. Tešic and L.Wang and B.S. Manjunath},
	title		= {Issues in Mining Video Datasets},
	booktitle	= {SPIE International Symposium On Electronic Imaging, Storage and Retrieval Methods and Applications for Multimedia},
	location	= {San Jose, California},
	month		= {Jan},
	year		= {2004},
	url		= {https://vision.ece.ucsb.edu/sites/default/files/publications/04SPIEShawn.pdf},
}
@inproceedings{Tešic03-159
	author		= {J. Tešic and S. Bhagavathy and B. S. Manjunath},
	title		= {Issues Concerning Dimensionality and Similarity Search},
	booktitle	= {3rd International Symposium on Image and Signal Processing and Analysis (ISPA)},
	location	= {Rome, Italy},
	month		= {Sep},
	year		= {2003},
	url		= {https://vision.ece.ucsb.edu/sites/default/files/publications/03ISPAJelena.pdf},
}
@inproceedings{Tešic03-158
	author		= {J. Tešic and B. S. Manjunath},
	title		= {Nearest Neighbor Search for Relevance Feedback},
	booktitle	= {IEEE Computer Society Conference on Computer Vision and Pattern Recognition (CVPR)},
	location	= {Madison,  Wisconsin},
	volume		= {2},
	pages		= {643--648},
	month		= {Jun},
	year		= {2003},
	url		= {https://vision.ece.ucsb.edu/sites/default/files/publications/03CVPRJelena.pdf},
}
@inproceedings{Tešic03-157
	author		= {J. Tešic and S. Newsam and B. S. Manjunath},
	title		= {Mining Image Datasets using Perceptual Association Rules},
	booktitle	= {SIAM Sixth Workshop on Mining Scientific and Engineering Datasets in conjunction with the Third SIAM International Conference (SDM)},
	location	= {San Francisco, California},
	month		= {May},
	year		= {2003},
	url		= {https://vision.ece.ucsb.edu/sites/default/files/publications/03SDMJelena.pdf},
}
@inproceedings{Tešic02-145
	author		= {J. Tešic and S. Newsam and and B. S. Manjunath},
	title		= {Scalable Spatial Event Representation},
	booktitle	= {IEEE International Conference on Multimedia and Expo (ICME)},
	location	= {Lausanne, Switzerland},
	volume		= {2},
	pages		= {229--232},
	month		= {Aug},
	year		= {2002},
	url		= {https://vision.ece.ucsb.edu/sites/default/files/publications/02ICMEJelena.pdf},
}
@inproceedings{Wu01-128
	author		= {P. Wu and B. S. Manjunath},
	title		= {Adaptive Nearest Neighbor Search for Relevance Feedback in Large Image Datasets},
	booktitle	= {IEEE International Conference on Image Processing (ICIP 2001), Special Session on Multimedia Indexing, Browsing and Retrieval},
	location	= {Thessalonica, Greece},
	pages		= {87--98},
	month		= {Oct},
	year		= {2001},
	url		= {https://vision.ece.ucsb.edu/sites/default/files/publications/01ACMPeng.pdf},
}
@inproceedings{Wu01-127
	author		= {P. Wu and B. S. Manjunath and and S. Chandrasekaran},
	title		= {An Adaptive Index Structure for High-Dimensional Similarity Search},
	booktitle	= {IEEE Pacific-Rim Conference on Multimedia, Advances in Multimedia Information (PCM '01)},
	location	= {Beijing, China},
	pages		= {71--77},
	month		= {Oct},
	year		= {2001},
	url		= {https://vision.ece.ucsb.edu/sites/default/files/publications/01PCMPeng.pdf},
}
@inproceedings{Wu00-110
	author		= {P. Wu and B. S. Manjunath and and H. D. Shin},
	title		= {Dimensionality Reduction for Image Retrieval},
	booktitle	= {IEEE International Conference on Image Processing (ICIP 2000)},
	location	= {Vancouver, Canada},
	volume		= {3},
	pages		= {726--729},
	month		= {Sep},
	year		= {2000},
	url		= {https://vision.ece.ucsb.edu/sites/default/files/publications/00ICIPeng.pdf},
}
@book{Manjunath99-167
	author		= {B.S. Manjunath and D. Forsyth and Y. Deng and W.Y. Ma and C. Carlson and S. Loffe and S.J. Belongie and J. Malik},
	title		= {Image Retrieval in Digital Libraries},
	publisher		= {Multimedia Systems, Standards, and Networks, A. Puri and T. Chen (editors)},
	editor		= {Marcel Dekker Inc, New York},
	year		= {2000},
}
@inproceedings{Beatty97-57
	author		= {M. Beatty and B. S. Manjunath},
	title		= {Dimensionality reduction using multidimensional scaling for image search},
	booktitle	= {IEEE International Conference on Image Processing},
	location	= {Santa Barbara, California},
	volume		= {2},
	pages		= {835--838},
	month		= {Oct},
	year		= {1997},
	url		= {https://vision.ece.ucsb.edu/sites/default/files/publications/97ICIPMDS.pdf},
}
@inproceedings{Strobel98-67
	author		= {N. Strobel and S. K. Mitra and B. S. Manjunath},
	title		= {Reversible wavelet and spectral transforms for lossless compression of color images},
	booktitle	= {IEEE Intl. Conference on Image Processing (ICIP'98)},
	location	= {Chicago, IL},
	volume		= {3},
	pages		= {896--900},
	month		= {Oct},
	year		= {1998},
	url		= {https://vision.ece.ucsb.edu/sites/default/files/publications/98ICIPComp.pdf},
}
@inproceedings{Kiris08-323
	author		= {Alphan Altinok and Erkan Kiris and Emre Sargin and Leslie Wilson and Stuart C. Feinstein and B.S. Manjunath and Kenneth Rose},
	title		= {Quantification of dynamic behavior of microtubules in living cells using novel computational methods},
	booktitle	= {38th Annual Meeting of Society for Neuroscience (SfN)},
	location	= {Washington, DC, USA},
	month		= {Nov},
	year		= {2008},
	url		= {https://vision.ece.ucsb.edu/sites/default/files/publications/kiris_SFN_2008_dyn.pdf},
}
@inproceedings{Kiris08-322
	author		= {E. Kiris and M. R. Gaylord and D. Ventimiglia and A. Altinok and M.E. Sargin and K. Rose and B.S. Manjunath and M. A. Jordan and L. Wilson and S. C. Feinstein},
	title		= {Effects of tau pseudo-phosphorylation at residues thr231 ser262 ser396 and ser404 upon regulation of microtubule dynamic instability in living cells},
	booktitle	= {38th Annual Meeting of Society for Neuroscience (SfN)},
	location	= {Washington, DC, USA},
	month		= {Nov},
	year		= {2008},
	url		= {https://vision.ece.ucsb.edu/sites/default/files/publications/kiris_SFN_2008_tau.pdf},
}

Digital Watermarking and Data Hiding

@inproceedings{Nataraj10-354
	author		= {L. Nataraj and A. Sarkar and B. S. Manjunath},
	title		= {Precise Localization Of Key-points To Identify Local Regions For Robust Data Hiding},
	booktitle	= {IEEE International Conference on Image Processing},
	month		= {Sep},
	year		= {2010},
	url		= {https://vision.ece.ucsb.edu/sites/default/files/publications/lakshman_ICIP_10.pdf},
}
@inproceedings{Sarkar2010-361
	author		= {Anindya Sarkar and Kaushal Solanki and and B. S. Manjunath},
	title		= {Obtaining Higher Rates for Steganographic Schemes while Maintaining the Same Detectability},
	booktitle	= {Information Hiding Workshop 2010},
	location	= {Calgary, Canada},
	month		= {Jun},
	year		= {2010},
	url		= {https://vision.ece.ucsb.edu/sites/default/files/publications/10IHSarkar.pdf},
}
@article{Sarkar10-344
	author		= {Anindya Sarkar and Upamanyu Madhow and and B. S. Manjunath},
	title		= {Matrix Embedding with Pseudorandom Coefficient Selection and Error Correction for Robust and Secure Steganography},
	journal		= {IEEE Transactions on Information Forensics and Security},
	volume		= {5},
	number		= {2},
	pages		= {225--239},
	month		= {Jun},
	year		= {2010},
	url		= {https://vision.ece.ucsb.edu/sites/default/files/publications/Anindya_ME_TIFS_10.pdf},
}
@inproceedings{Nataraj10-345
	author		= {L. Nataraj and A. Sarkar and B. S. Manjunath},
	title		= {Improving re-sampling detection by adding noise},
	booktitle	= {Proceedings of SPIE, 2010, Media Forensics and Security},
	volume		= {7541},
	pages		= {75410I--75410I--11},
	month		= {Jan},
	year		= {2010},
	url		= {https://vision.ece.ucsb.edu/sites/default/files/publications/lakshman_spie_2010.pdf},
}
@phdthesis{Sarka10-342
	author		= {Anindya Sarkar},
	title		= {Novel Image Data-Hiding Methodologies for Robust and Secure Steganography with Extensions to Image Forensics},
	booktitle	= {Ph.D. Thesis},
	location	= {University of California, Santa Barbara},
	month		= {Jan},
	year		= {2010},
	url		= {https://vision.ece.ucsb.edu/sites/default/files/publications/Anindya-thesis.pdf},
}
@inproceedings{Sarkar10-346
	author		= {Anindya Sarkar and B. S. Manjunath},
	title		= {Image Dependent Log-likelihood Ratio Allocation for Repeat Accumulate Code based Decoding in Data Hiding Channels},
	booktitle	= {Proceedings of SPIE, 2010, Media Forensics and Security},
	location	= {University of California, Santa Barbara},
	volume		= {7541},
	pages		= {754113--754113--6},
	month		= {Jan},
	year		= {2010},
	url		= {https://vision.ece.ucsb.edu/sites/default/files/publications/LLR_SPIE_2010_anindya.pdf},
}
@inproceedings{-332
	author		= {A. Sarkar and B. S. Manjunath},
	title		= {Double Embedding in the Quantization Index Modulation Framework},
	booktitle	= {International Conference on Image Processing, 2009},
	location	= {Cairo, Egypt},
	pages		= {3653--3656},
	month		= {Nov},
	year		= {2009},
	url		= {https://vision.ece.ucsb.edu/sites/default/files/publications/sarkar-ICIP-09-double-embed.pdf},
}
@inproceedings{-331
	author		= {L. Nataraj and A. Sarkar and B. S. Manjunath},
	title		= {Adding Gaussian Noise to Denoise JPEG for detecting Image Resizing},
	booktitle	= {International Conference on Image Processing, 2009},
	location	= {Cairo, Egypt},
	pages		= {1493--1496},
	month		= {Nov},
	year		= {2009},
	url		= {https://vision.ece.ucsb.edu/sites/default/files/publications/nataraj-icip-09.pdf},
}
@techreport{Sarkar09-334
	author		= {Anindya Sarkar and Lakshmanan Nataraj and B. S. Manjunath},
	title		= {Robust Key-point based Data Hiding},
	booktitle	= {VRL, ECE},
	location	= {University of California, Santa Barbara},
	month		= {Sep},
	year		= {2009},
	url		= {https://vision.ece.ucsb.edu/sites/default/files/publications/Sarkar_tech_report_robust_KP_WM.pdf},
}
@inproceedings{-330
	author		= {Anindya Sarkar and Lakshmanan Nataraj and B. S. Manjunath},
	title		= {Detection of Seam Carving and Localization of Seam Insertions in Digital Images},
	booktitle	= {11th ACM Workshop on Multimedia and Security},
	location	= {Princeton, New Jersey},
	pages		= {107--116},
	month		= {Sep},
	year		= {2009},
	url		= {https://vision.ece.ucsb.edu/sites/default/files/publications/sarkar_ACM_MMSec_09.pdf},
}
@techreport{Sarkar08-329
	author		= {Anindya Sarkar and Upamanyu Madhow and B. S. Manjunath},
	title		= {Estimating the Redundancy Factor for RA-encoded sequences and also Studying Steganalysis Performance of YASS},
	booktitle	= {VRL, ECE},
	location	= {University of California, Santa Barbara},
	month		= {Dec},
	year		= {2008},
	url		= {https://vision.ece.ucsb.edu/sites/default/files/publications/Sarkar_tech_report_estimate_q.pdf},
}
@inproceedings{Sarkar08-313
	author		= {Anindya Sarkar and Lakshmanan Nataraj and B. S. Manjunath and Upamanyu Madhow},
	title		= {Estimation of Optimum Coding Redundancy and Frequency Domain Analysis of Attacks for YASS - a Randomized Block Based Hiding Scheme},
	booktitle	= {Proc. IEEE International Conference on Image Processing},
	location	= {San Diego, CA},
	pages		= {1292--1295},
	month		= {Oct},
	year		= {2008},
	url		= {https://vision.ece.ucsb.edu/sites/default/files/publications/sarkar_ICIP08.pdf},
}
@inproceedings{Sarkar08-296
	author		= {Anindya Sarkar and Pratim Ghosh and Emily Moxley and B. S. Manjunath},
	title		= {Video Fingerprinting: Features for Duplicate and Similar Video Detection and Query-based Video Retrieval},
	booktitle	= {SPIE - Multimedia Content Access: Algorithms and Systems II},
	location	= {San Jose, California},
	month		= {Jan},
	year		= {2008},
	url		= {https://vision.ece.ucsb.edu/sites/default/files/publications/sarkar_SPIE08_fingerprinting.pdf},
}
@inproceedings{Sarkar08-295
	author		= {Anindya Sarkar and Kaushal Solanki and B. S. Manjunath},
	title		= {Further Study on YASS: Steganography Based on Randomized Embedding to Resist Blind Steganalysis},
	booktitle	= {SPIE - Security, Steganography, and Watermarking of Multimedia Contents (X)},
	location	= {San Jose, California},
	month		= {Jan},
	year		= {2008},
	url		= {https://vision.ece.ucsb.edu/sites/default/files/publications/sarkar_SPIE08_YASS.pdf},
}
@inproceedings{Sarkar08-294
	author		= {A. Sarkar and K. Sullivan and B. S. Manjunath},
	title		= {Steganographic Capacity Estimation for the Statistical Restoration Framework},
	booktitle	= {SPIE - Security, Steganography, and Watermarking of Multimedia Contents (X)},
	location	= {San Jose, California},
	month		= {Jan},
	year		= {2008},
	url		= {https://vision.ece.ucsb.edu/sites/default/files/publications/sarkar_SPIE08_capacity.pdf},
}
@inproceedings{Sarkar07-263
	author		= {A. Sarkar and B. S. Manjunath},
	title		= {Estimating Steganographic Capacity for Odd-Even Based Embedding and its Use in Individual Compensation},
	booktitle	= {IEEE International Conference on Image Processing (ICIP)},
	location	= {San Antonio, TX},
	month		= {Sep},
	year		= {2007},
	url		= {https://vision.ece.ucsb.edu/sites/default/files/publications/sarkar_ICIP07.pdf},
}
@inproceedings{Sarkar07-262
	author		= {A. Sarkar and K. Solanki and B. S. Manjunath},
	title		= {Secure Steganography: Statistical Restoration in the Transform Domain with Best Integer Perturbations to Pixel Values},
	booktitle	= {IEEE International Conference on Image Processing (ICIP)},
	location	= {San Antonio, Texas},
	month		= {Sep},
	year		= {2007},
	url		= {https://vision.ece.ucsb.edu/sites/default/files/publications/sarkar_icip07_fractional_binwidth.pdf},
}
@inproceedings{Solanki07-276
	author		= {Kaushal Solanki and Anindya Sarkar and B. S. Manjunath},
	title		= {YASS: Yet Another Steganographic Scheme that Resists Blind Steganalysis},
	booktitle	= {9th International Workshop on Information Hiding},
	location	= {Saint Malo, Brittany, France},
	month		= {Jun},
	year		= {2007},
	url		= {https://vision.ece.ucsb.edu/sites/default/files/publications/kaushal_2007_IWIH.pdf},
}
@inproceedings{Sarkar07-261
	author		= {A. Sarkar and K. Solanki and U. Madhow and S. Chandrasekaran and B. S. Manjunath},
	title		= {Secure Steganography: Statistical Restoration of the Second Order Dependencies for Improved Security},
	booktitle	= {32nd IEEE International Conference on Acoustics, Speech, and Signal Processing (ICASSP)},
	location	= {Honolulu, Hawaii},
	month		= {Apr},
	year		= {2007},
	url		= {https://vision.ece.ucsb.edu/sites/default/files/publications/sarkar_icassp07.pdf},
}
@inproceedings{Sarkar07-260
	author		= {A. Sarkar and U. Madhow and S. Chandrasekaran and B. S. Manjunath},
	title		= {Adaptive MPEG-2 Video Data Hiding Scheme},
	booktitle	= {SPIE Security, Steganography, and Watermarking of Multimedia Contents IX},
	month		= {Jan},
	year		= {2007},
	url		= {https://vision.ece.ucsb.edu/sites/default/files/publications/sarkar_SPIE07.pdf},
}
@article{Solanki06-250
	author		= {K. Solanki and U. Madhow and B. S. Manjunath and S. Chandrasekaran and I. El-Khalil},
	title		= {'Print and Scan' Resilient Data Hiding in Images},
	journal		= {IEEE Transactions on Information Forensics and Security},
	volume		= {1},
	number		= {4},
	pages		= {464--478},
	month		= {Dec},
	year		= {2006},
	url		= {https://vision.ece.ucsb.edu/sites/default/files/publications/solanki_TIFS06.pdf},
}
@inproceedings{Sullivan06-248
	author		= {K. Sullivan and K. Solanki and B.S. Manjunath and U. Madhow and S. Chandrasekaran},
	title		= {Determining achievable rates for secure zero divergence steganography},
	booktitle	= {IEEE International Conference on Image Processing 2006 (ICIP06)},
	location	= {Atlanta, GA USA},
	month		= {Oct},
	year		= {2006},
	url		= {https://vision.ece.ucsb.edu/sites/default/files/publications/sullivan_ICIP06.pdf},
}
@inproceedings{Solanki06-247
	author		= {K. Solanki and K. Sullivan and U. Madhow and B. S. Manjunath and S. Chandrasekaran},
	title		= {Provably secure steganography: Achieving zero K-L divergence using statistical restoration},
	booktitle	= {IEEE International Conference on Image Processing 2006 (ICIP06)},
	location	= {Atlanta, GA USA},
	month		= {Oct},
	year		= {2006},
	url		= {https://vision.ece.ucsb.edu/sites/default/files/publications/solanki_ICIP06.pdf},
}
@article{Sullivan06-249
	author		= {K. Sullivan and U. Madhow and S. Chandrasekaran and B.S. Manjunath},
	title		= {Steganalysis for Markov cover data with applications to images},
	journal		= {IEEE Transactions on Information Forensics and Security},
	volume		= {1},
	number		= {2},
	pages		= {275--287},
	month		= {Jun},
	year		= {2006},
	url		= {https://vision.ece.ucsb.edu/sites/default/files/publications/sullivan_TIFS06.pdf},
}
@phdthesis{Solanki05-221
	author		= {Kaushal Solanki},
	title		= {Multimedia Data Hiding: From Fundamental Issues to Practical Techniques},
	booktitle	= {Ph.D. Thesis},
	location	= {University of California, Santa Barbara},
	month		= {Dec},
	year		= {2005},
	url		= {https://vision.ece.ucsb.edu/sites/default/files/publications/05ThesisKaushal.pdf},
}
@phdthesis{Sullivan05-245
	author		= {Kenneth Mark Sullivan},
	title		= {Image Steganalysis: Hunting & Escaping},
	booktitle	= {Ph.D. Thesis},
	location	= {University of California, Santa Barbara},
	month		= {Sep},
	year		= {2005},
	url		= {https://vision.ece.ucsb.edu/sites/default/files/publications/05ThesisSullivan.pdf},
}
@inproceedings{Solanki05-218
	author		= {K. Solanki and K. Sullivan and U. Madhow and B. S. Manjunath and S. Chandrasekaran},
	title		= {Statistical Restoration for Robust and Secure Steganography},
	booktitle	= {IEEE International Conference on Image Processing},
	location	= {Genova, Italy},
	month		= {Sep},
	year		= {2005},
	url		= {https://vision.ece.ucsb.edu/sites/default/files/publications/05ICIPKaushal.pdf},
}
@inproceedings{Solanki05-206
	author		= {K. Solanki and U. Madhow and B. S. Manjunath and S. Chandrasekaran},
	title		= {Modeling the Print-Scan Process for Resilient Data Hiding},
	booktitle	= {SPIE Security, Steganography, and Watermarking of Multimedia Contents VII},
	location	= {Edward J. Delp III, Ping W. Wong (Editors)},
	volume		= {5681},
	pages		= {418--429},
	month		= {Mar},
	year		= {2005},
	url		= {https://vision.ece.ucsb.edu/sites/default/files/publications/05SPIEKaushal.pdf},
}
@inproceedings{Sullivan05-205
	author		= {K. Sullivan and U. Madhow and S. Chandrasekaran and B. S. Manjunath},
	title		= {Steganalysis of spread spectrum data hiding exploiting cover memory},
	booktitle	= {IS&T/SPIE's 17th Annual Symposium on Electronic Imaging Science and Technology},
	location	= {San Jose, CA},
	month		= {Jan},
	year		= {2005},
	url		= {https://vision.ece.ucsb.edu/sites/default/files/publications/05SPIEKen.pdf},
}
@article{Solanki04-183
	author		= {K. Solanki and N. Jacobsen and U. Madhow and B. S. Manjunath and S. Chandrasekaran},
	title		= {Robust Image-Adaptive Data Hiding Based on Erasure and Error Correction},
	journal		= {IEEE Transactions on Image Processing},
	volume		= {13},
	number		= {12},
	pages		= {1627--1639},
	month		= {Dec},
	year		= {2004},
	url		= {https://vision.ece.ucsb.edu/sites/default/files/publications/04TIPKaushal.pdf},
}
@inproceedings{Solanki04-182
	author		= {K. Solanki and U. Madhow and B. S. Manjunath and and S. Chandrasekaran},
	title		= {Estimating and Undoing Rotation for Print-Scan Resilient Data Hiding},
	booktitle	= {IEEE International Conference on Image Processing},
	location	= {Singapore},
	month		= {Oct},
	year		= {2004},
	url		= {https://vision.ece.ucsb.edu/sites/default/files/publications/04ICIPKaushal.pdf},
}
@inproceedings{Sullivan04-179
	author		= {K. Sullivan and Z. Bi and U. Madhow and S. Chandrasekaran and B.S. Manjunath},
	title		= {Steganalysis of quantization index modulation data hiding},
	booktitle	= {IEEE International Conference on Image Processing},
	location	= {Singapore},
	pages		= {1165--1168},
	month		= {Oct},
	year		= {2004},
	url		= {https://vision.ece.ucsb.edu/sites/default/files/publications/04ICIPKen.pdf},
}
@article{Dabeer04-180
	author		= {O. Dabeer and K. Sullivan and U. Madhow and S. Chandrasekaran and B.S. Manjunath},
	title		= {Detection of Hiding in the Least Significant Bit},
	journal		= {IEEE Transactions on Signal Processing, Supplement on Secure Media I},
	volume		= {52},
	number		= {10},
	pages		= {3046--3058},
	month		= {Oct},
	year		= {2004},
	url		= {https://vision.ece.ucsb.edu/sites/default/files/publications/04SigprocKen.pdf},
}
@inproceedings{Solanki03-156
	author		= {K. Solanki and O. Dabeer and U. Madhow and B. S. Manjunath and Shiv Chandrasekaran},
	title		= {Robust Image-Adaptive Data Hiding: Modeling, Source Coding, and Channel Coding},
	booktitle	= {41st Allerton Conference on Communications, Control, and Computing},
	month		= {Oct},
	year		= {2003},
	url		= {https://vision.ece.ucsb.edu/sites/default/files/publications/03Allerton_DH.pdf},
}
@inproceedings{Solanki03-155
	author		= {K. Solanki and O. Dabeer and B. S. Manjunath and U. Madhow and Shiv Chandrasekaran},
	title		= {A Joint Source-Channel Coding Scheme for Image-in-Image Data Hiding},
	booktitle	= {IEEE International Conference on Image Processing (ICIP)},
	location	= {Barcelona, Spain},
	volume		= {2},
	pages		= {743--746},
	month		= {Sep},
	year		= {2003},
	url		= {https://vision.ece.ucsb.edu/sites/default/files/publications/03ICIPini.pdf},
}
@inproceedings{Sullivan03-154
	author		= {K. Sullivan and O. Dabeer and U. Madow and B. S. Manujunath and S. Chandrasekaran},
	title		= {LLRT Based Detection of LSB Hiding},
	booktitle	= {IEEE International Conference on Image Processing (ICIP)},
	location	= {Barcelona, Spain},
	volume		= {1},
	pages		= {497--500},
	month		= {Sep},
	year		= {2003},
	url		= {https://vision.ece.ucsb.edu/sites/default/files/publications/03ICIPKen.pdf},
}
@inproceedings{Jacobsen02-143
	author		= {N. Jacobsen and K. Solanki and U. Madhow and B. S. Manjunath and S. Chandrasekaran},
	title		= {Image-adaptive hidgh-volume data hiding based on scalar quantization},
	booktitle	= {IEEE Military Communications Conference (MILCOM)},
	location	= {Anaheim, CA, USA},
	volume		= {1},
	pages		= {411--415},
	month		= {Oct},
	year		= {2002},
	url		= {https://vision.ece.ucsb.edu/sites/default/files/publications/02MILCOMjscmm.pdf},
}
@inproceedings{Solanki02-144
	author		= {K. Solanki and N. Jacobsen and S. Chandrasekaran and U. Madhow and and B. S. Manjunath},
	title		= {High-volume data hiding in images: Introducing perceptual criteria into quantization based embedding},
	booktitle	= {ICASSP},
	volume		= {4},
	pages		= {3485--3488},
	month		= {May},
	year		= {2002},
	url		= {https://vision.ece.ucsb.edu/sites/default/files/publications/02ICASSPsjcmm.pdf},
}
@article{Mukherjee00-114
	author		= {D. Mukherjee and J. J. Chae and S. K. Mitra and and B. S. Manjunath},
	title		= {A source and channel-coding framework for vector-based data hiding in video},
	journal		= {IEEE Trans. On Circuits and systems for video technology},
	volume		= {10},
	number		= {4},
	pages		= {630--645},
	month		= {Jun},
	year		= {2000},
	url		= {https://vision.ece.ucsb.edu/sites/default/files/publications/00IEEEChoi.pdf},
}
@inproceedings{Chae99-94
	author		= {J. J. Chae and B. S. Manjunath},
	title		= {Data hiding in Video},
	booktitle	= {6th IEEE International Conference on Image Processing (ICIP'99)},
	location	= {Kobe, Japan},
	volume		= {1},
	pages		= {311--315},
	month		= {Oct},
	year		= {1999},
	url		= {https://vision.ece.ucsb.edu/sites/default/files/publications/99ICIP.pdf},
}
@inproceedings{Chae99-95
	author		= {J. J. Chae and B. S. Manjunath},
	title		= {A technique for image data hiding and reconstruction without host image},
	booktitle	= {SPIE Security and Watermarking of Multimedia Contents},
	location	= {San Jose, CA, USA},
	volume		= {3657},
	pages		= {386--96},
	month		= {Jan},
	year		= {1999},
	url		= {https://vision.ece.ucsb.edu/sites/default/files/publications/99SPIE.pdf},
}
@inproceedings{Mukherjee98-68
	author		= {J. J. Chae and D. Mukherjee and B. S. Manjunath},
	title		= {Color image embedding using multidimensional lattice structures},
	booktitle	= {IEEE Intl. Conference on Image Processing (ICIP'98)},
	location	= {Chicago, IL},
	volume		= {1},
	pages		= {460--464},
	month		= {Oct},
	year		= {1998},
	url		= {https://vision.ece.ucsb.edu/sites/default/files/publications/98ICIPEmb.pdf},
}
@inproceedings{Chae98-70
	author		= {J. J. Chae and D. Mukherjee and B. S. Manjunath},
	title		= {A Robust data hiding technique using multidimensional lattices},
	booktitle	= {IEEE Conference on Advances in Digital Libraries (ADL'98)},
	location	= {Santa Barbara, CA},
	pages		= {319--326},
	month		= {Apr},
	year		= {1998},
	url		= {https://vision.ece.ucsb.edu/sites/default/files/publications/98ADLDH.pdf},
}
@inproceedings{Chae98-69
	author		= {J.J. Chae and B. S. Manjunath},
	title		= {A Robust Embedded Data from Wavelet Coefficients},
	booktitle	= {SPIE: Storage and Retrieval for Image and Video Databases VI},
	location	= {San Jose, CA},
	volume		= {3312},
	pages		= {308--317},
	month		= {Jan},
	year		= {1998},
	url		= {https://vision.ece.ucsb.edu/sites/default/files/publications/98SPIE.pdf},
}

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