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Detection on Images and Videos

@inproceedings{Deng99-81
	author		= {Y. Deng and B. S.Manjunath and H.Shin},
	title		= {Color image segmentation},
	booktitle	= {IEEE Computer Society Conference on Computer Vision and Pattern Recognition CVPR'99},
	location	= {Fort Collins, CO},
	volume		= {2},
	pages		= {446--51},
	month		= {Jun},
	year		= {1999},
	url		= {http://vision.ece.ucsb.edu/sites/vision.ece.ucsb.edu/files/publications/99CVPRSeg.pdf},
}
@book{Manjunath99-168
	author		= {B. S. Manjunath and G. M. Haley and W. Y. Ma},
	title		= {Multiband Techniques for Texture Classification and Segmentation},
	publisher		= {Handbook of Image and Video Processing, Al Bovik (editor)},
	editor		= {Academic Press },
	year		= {1999},
}
@article{Hewer98-72
	author		= {G. A. Hewer and C. Kenney and B. S.Manjunath},
	title		= {Variational image segmentation using boundary functions},
	journal		= {IEEE Transactions on Image Processing},
	volume		= {7},
	number		= {9},
	pages		= {1269--1282},
	month		= {Sep},
	year		= {1998},
	url		= {http://vision.ece.ucsb.edu/sites/vision.ece.ucsb.edu/files/publications/98IPTrans.pdf},
}
@inproceedings{Ma97-50
	author		= {W. Y. Ma and B. S. Manjunath},
	title		= {Edge flow: a framework for boundary detection and image segmentation},
	booktitle	= {IEEE International Conference on Computer Vision and Pattern Recognition (CVPR)},
	location	= {San Juan, Puerto Rico},
	pages		= {744--749},
	month		= {Jun},
	year		= {1997},
	url		= {http://vision.ece.ucsb.edu/sites/vision.ece.ucsb.edu/files/publications/97CVPREdgeFlow.pdf},
}
@book{Manjunath97-169
	author		= {B. S. Manjunath and R. Chellappa},
	title		= {Grouping and segmentation using neural networks: applications to edge detection, texture segmentation and face recognition},
	publisher		= {Progress in Neural Networks: Machine Vision, O. M. Omidvar and R. Mohan (editors)},
	editor		= {Ablex Publishing Corporation},
	volume		= {4},
	year		= {1997},
}
@inproceedings{Hewer96-43
	author		= {G. Hewer and C. Kenney and B. S. Manjunath},
	title		= {Image segmentation via functionals based on boundary functions},
	booktitle	= {IEEE Third international conference on Image processing (ICIP'96)},
	location	= {Lausanne, Switzerland},
	volume		= {1},
	pages		= {813--816},
	month		= {Sep},
	year		= {1996},
	url		= {http://vision.ece.ucsb.edu/sites/vision.ece.ucsb.edu/files/publications/96ICIPSeg.pdf},
}
@article{Tsai95-191
	author		= {C.W. Tsai and B.S. Manjunath},
	title		= {Automatic Brain Image Segmentation},
	journal		= {Pattern Recognition},
	pages		= {1825--1839},
	month		= {Dec},
	year		= {1995},
}
@inproceedings{Tsai95-34
	author		= {C. Tsai and B. S. Manjunath and R. Jagadeesan},
	title		= {Automated segmentation of brain MR images},
	booktitle	= {Pattern Recognition},
	pages		= {1825--37},
	month		= {Dec},
	year		= {1995},
}
@book{Chellappa92-171
	author		= {R. Chellappa and B. S. Manjunath and T. Simchony},
	title		= {Texture segmentation with neural networks},
	publisher		= {Neural Networks in Signal Processing (ed. B.Kosko)},
	editor		= {Prentice Hall},
	pages		= {37--61},
	year		= {1992},
}
@book{Chellappa92-170
	author		= {R. Chellappa and R. L. Kashyap and B. S. Manjunath},
	title		= {Model based texture segmentation and classification},
	publisher		= {Handbook of Pattern Recognition and Computer Vision, C. H. Chen, L. F. Pau and P. S. P. Wang (editors)},
	editor		= {World Scientific Publishing Company},
	year		= {1992},
}
@phdthesis{Manjunat91-188
	author		= {B.S. Manjunath},
	title		= {Perceptual Grouping and Segmentation Using Neural Networks},
	booktitle	= {USC-SIPI Report #188, Ph.D. Thesis},
	location	= {University of Southern California},
	month		= {Dec},
	year		= {1991},
}
@inproceedings{Manjunath91-3
	author		= {B. S. Manjunath and R. Chellappa},
	title		= {A Computational model for Boundary Perception},
	booktitle	= {IEEE Conference on Computer Vision and Pattern Recognition},
	location	= {Hawaii},
	pages		= {358--363},
	month		= {Jun},
	year		= {1991},
	url		= {http://vision.ece.ucsb.edu/sites/vision.ece.ucsb.edu/files/publications/91CVPR_0.pdf},
}
@article{Manjunath91-2
	author		= {B. S. Manjunath and R. Chellappa},
	title		= {Unsupervised Texture Segmentation Using Random Field Models},
	journal		= {IEEE Transactions Pattern Analysis Machine Intelligence (PAMI)},
	volume		= {13},
	number		= {5},
	pages		= {478--483},
	month		= {May},
	year		= {1991},
}
@book{Rangarajan91-172
	author		= {A. Rangarajan and R. Chellappa and B. S. Manjunath},
	title		= {Markov Random Fields and Neural Networks with applications to Early Vision Problems},
	publisher		= {Artificial Neural Networks and Statistical Pattern Recognition (ed. I. Sethi)},
	editor		= {Elsevier Science Publishers},
	pages		= {155--174},
	year		= {1991},
}
@article{Manjunath90-1
	author		= {B. S. Manjunath and T. Simchony and R. Chellappa},
	title		= {Stochastic and deterministic networks for texture segmentation},
	journal		= {IEEE Transactions on Acoustics, Speech and Signal Processing},
	volume		= {38},
	number		= {6},
	pages		= {1039--49},
	month		= {Jun},
	year		= {1990},
	url		= {http://vision.ece.ucsb.edu/sites/vision.ece.ucsb.edu/files/publications/90ASSPTrans_0.pdf},
}
@inproceedings{Manjunath88-0
	author		= {B. S. Manjunath and R.Chellappa},
	title		= {Stochastic learning networks for texture segmentation},
	booktitle	= {22nd Asilomar Conference on Signals and Systems},
	location	= {Pacific Grove, CA},
	pages		= {511--516},
	month		= {Nov},
	year		= {1988},
	url		= {http://vision.ece.ucsb.edu/sites/vision.ece.ucsb.edu/files/publications/88AsilomaManjunath_0.pdf},
}
@inproceedings{Santhoshkumar12-406
	author		= {S. Santhoshkumar and S. Karthikeyan and B. S. Manjunath},
	title		= {Robust Multiple Object Tracking by Detection with Interacting Markov Chain Monte Carlo},
	booktitle	= {IEEE International Conference on Image Processing},
	month		= {Sep},
	year		= {2013},
	url		= {http://vision.ece.ucsb.edu/sites/vision.ece.ucsb.edu/files/publications/2013_icip_santhosh_tracking.pdf},
}
@inproceedings{Karthikeyan12-391
	author		= {S. Karthikeyan and Diana Delibaltov and Utkarsh Gaur and Mei Jiang and David Williams and B.S. Manjunath},
	title		= {Unified Probabilistic Framework for Simultaneous Detection and Tracking of Multiple Objects with Application To Bio-Image Sequences},
	booktitle	= {International Conference on Image Processing},
	month		= {Oct},
	year		= {2012},
	url		= {http://vision.ece.ucsb.edu/sites/vision.ece.ucsb.edu/files/publications/karthikeyan_icip2012_tracking_final.pdf},
}
@inproceedings{Hasan12-408
	author		= {Mahmudul Hasan and Yingying Zhu and Santhoshkumar Sunderrajan and Niloufar Pourian and B.S. Manjunath and Amit Roy Chowdhury},
	title		= {Activity Analysis in Unconstrained Surveillance Videos},
	booktitle	= {Trecvid Technical Report},
	year		= {2012},
}
@inproceedings{Sunderrajan12-407
	author		= {Santhoshkumar Sunderrajan and Niloufar Pourian and Mahmudul Hasan and Yingying Zhu and B.S. Manjunath and Amit Roy Chowdhury},
	title		= {Discriminative Reranking based Video Object Retrieval},
	booktitle	= {Trecvid Technical Report},
	year		= {2012},
}
@inproceedings{Jagadeesh10-374
	author		= {V Jagadeesh and S Karthikeyan and B.S.Manjunath},
	title		= {Spatio-Temporal Optical Flow Statistics (STOFS) for Activity Classification},
	booktitle	= {Indian Conference on Computer Vision, Graphics and Image processing (ICVGIP) 2010},
	location	= {Chennai, India},
	pages		= {178----182},
	month		= {Dec},
	year		= {2010},
	url		= {http://vision.ece.ucsb.edu/sites/vision.ece.ucsb.edu/files/publications/icvgip2010.pdf},
}
@inproceedings{Leo10-389
	author		= {Carter de Leo and B.S. Manjunath},
	title		= {Multicamera video summarization from optimal reconstruction},
	booktitle	= {Tenth Asian Conference on Computer Vision},
	location	= {Queenstown, New Zealand},
	month		= {Nov},
	year		= {2010},
	url		= {http://vision.ece.ucsb.edu/sites/vision.ece.ucsb.edu/files/publications/carter_accv_2010.pdf},
}
@inproceedings{Ni10-357
	author		= {Zefeng Ni and Santhoshkumar Sunderrajan and Amir Rahimi and B. S. Manjunath},
	title		= {Distributed Particle Filter Tracking With Online Multiple Instance Learning In a Camera Sensor Network},
	booktitle	= {IEEE International Conference on Image Processing},
	month		= {Sep},
	year		= {2010},
	url		= {http://vision.ece.ucsb.edu/sites/vision.ece.ucsb.edu/files/publications/zefeng_ICIP_2010.pdf},
}
@inproceedings{Ni10-356
	author		= {Zefeng Ni and Santhoshkumar Sunderrajan and Amir Rahimi and B.S. Manjunath},
	title		= {Particle Filter Tracking With Online Multiple Instance Learning},
	booktitle	= {IEEE International Conference on Pattern Recognition},
	month		= {Aug},
	year		= {2010},
	url		= {http://vision.ece.ucsb.edu/sites/vision.ece.ucsb.edu/files/publications/zefeng_ICPR_2010.pdf},
}
@inproceedings{Kuo10-359
	author		= {Thomas Kuo and Zefeng Ni and Carter De Leo and and B.S. Manjunath},
	title		= {Design and Implementation of a Wide Area, Large-Scale Camera Network},
	booktitle	= {IEEE Computer Society Conference on Computer Vision and Pattern Recognition, IEEE Workshop on Camera Networks,},
	month		= {Jun},
	year		= {2010},
	url		= {http://vision.ece.ucsb.edu/sites/vision.ece.ucsb.edu/files/publications/kuo_CVPRW_2010.pdf},
}
@inproceedings{-333
	author		= {Zefeng Ni and Dong Tian and Sitaram Bhagavathy and Joan Llach and B. S. Manjunath},
	title		= {Improving The Quality of Depth Image Based Rendering for 3D Video Systems},
	booktitle	= {IEEE International Conference on Image Processing, 2009},
	location	= {Cairo, Egypt},
	pages		= {513--516},
	month		= {Nov},
	year		= {2009},
	url		= {http://vision.ece.ucsb.edu/sites/vision.ece.ucsb.edu/files/publications/ICIP09_zefeng_ni.pdf},
}
@techreport{Sarkar08-328
	author		= {Anindya Sarkar and Vishwakarma Singh and Pratim Ghosh and B. S. Manjunath and Ambuj Singh},
	title		= {Duplicate Video Detection - Comparison of Proposed Distance Function with Dynamic Time Warping and Dependence of Detection Accuracy on Keyframe Selection},
	booktitle	= {VRL Technical Report},
	location	= {University of California, Santa Barbara},
	month		= {May},
	year		= {2008},
	url		= {http://vision.ece.ucsb.edu/sites/vision.ece.ucsb.edu/files/publications/Sarkar_tech_report_DTW_09.pdf},
}
@inproceedings{Kleban07-293
	author		= {J. Kleban and A. Sarkar and E. Moxley and S. Mangiat and S. Joshi and T. Kuo and B.S. Manjunath},
	title		= {Feature fusion and redundancy pruning for rush video summarization},
	booktitle	= {International Workshop on TRECVID Video Summarization},
	location	= {Augsburg, Bavaria, Germany},
	pages		= {84--88},
	month		= {Sep},
	year		= {2007},
	url		= {http://vision.ece.ucsb.edu/sites/vision.ece.ucsb.edu/files/publications/kleban_2007_ACMMM.pdf},
}
@phdthesis{Sun04-220
	author		= {Xinding Sun},
	title		= {Motion Activity for Video Indexing},
	booktitle	= {Ph.D. Thesis},
	location	= {University of California, Santa Barbara},
	month		= {Jun},
	year		= {2004},
	url		= {http://vision.ece.ucsb.edu/sites/vision.ece.ucsb.edu/files/publications/04ThesisXinding.pdf},
}
@article{Sun04-176
	author		= {Xinding Sun and Jonathan Foote and Don Kimber and B. S. Manjunath},
	title		= {Region of Interest Extraction and Virtual Camera Control Based on Panoramic Video Capturing},
	journal		= {IEEE Transactions on Multimedia},
	year		= {2004},
	url		= {http://vision.ece.ucsb.edu/sites/vision.ece.ucsb.edu/files/publications/04mmXdsun.pdf},
}
@inproceedings{Sun02-140
	author		= {X. Sun and and B. S. Manjunath},
	title		= {Panoramic Capturing and Recognition of Human activity},
	booktitle	= {IEEE International Conference on Image Processing (ICIP)},
	location	= {Rochester, NY, USA},
	volume		= {2},
	pages		= {813--816},
	month		= {Sep},
	year		= {2002},
	url		= {http://vision.ece.ucsb.edu/sites/vision.ece.ucsb.edu/files/publications/02ICIPxdsun2.pdf},
}
@inproceedings{Sun02-139
	author		= {X. Sun and B. S. Manjunath and and A. Divakaran},
	title		= {Representation of motion activity in hierarchical levels for video indexing and filtering},
	booktitle	= {IEEE International Conference on Image Processing (ICIP)},
	location	= {Rochester, NY, USA},
	volume		= {1},
	pages		= {149--152},
	month		= {Sep},
	year		= {2002},
	url		= {http://vision.ece.ucsb.edu/sites/vision.ece.ucsb.edu/files/publications/02ICIPxdsun1.pdf},
}
@inproceedings{Sun02-138
	author		= {X. Sun and D. Kimber and J. Foote and and B. S. Manjunath},
	title		= {Detecting Path Intersections in Panoramic Video},
	booktitle	= {IEEE International Conference on Multimedia and Expo (ICME)},
	location	= {Lausanne, Switzerland},
	volume		= {2},
	pages		= {529--532},
	month		= {Aug},
	year		= {2002},
	url		= {http://vision.ece.ucsb.edu/sites/vision.ece.ucsb.edu/files/publications/02ICMExdsun.pdf},
}
@inproceedings{Sun02-137
	author		= {X. Sun and C.-W. Chen and and B. S. Manjunath},
	title		= {Probabilistic Motion Parameter Models for Human Activity Recognition},
	booktitle	= {IEEE International Conference on Pattern Recognition (ICPR) 2002},
	location	= {Québec City, Canada},
	volume		= {1},
	pages		= {443--446},
	month		= {Aug},
	year		= {2002},
	url		= {http://vision.ece.ucsb.edu/sites/vision.ece.ucsb.edu/files/publications/02ICPRxdsun.pdf},
}
@inproceedings{Sun01-126
	author		= {X. Sun and J. Foote and D. Kimber and and B. S. Manjunath},
	title		= {Panoramic Video Capturing and Compressed Domain Virtual Camera Control},
	booktitle	= {ACM International Multimedia Conference (MM '01)},
	location	= {Ottawa, Canada},
	pages		= {329--347},
	month		= {Oct},
	year		= {2001},
	url		= {http://vision.ece.ucsb.edu/sites/vision.ece.ucsb.edu/files/publications/01ACMSun.pdf},
}
@inproceedings{Sun01-123
	author		= {X. Sun and A. Divakaran and B. S. Manjunath},
	title		= {A Motion Activity Descriptor and Its Extraction in Compressed Domain},
	booktitle	= {IEEE Pacific-Rim Conference on Multimedia (PCM '01)},
	location	= {Beijing, China},
	pages		= {450--457},
	month		= {Oct},
	year		= {2001},
	url		= {http://vision.ece.ucsb.edu/sites/vision.ece.ucsb.edu/files/publications/01PCMSun.pdf},
}
@inproceedings{Sun01-122
	author		= {X. Sun and J. Foote and D. Kimber and and B. S. Manunath},
	title		= {Recording the region of interest from FLYCAM panoramic video},
	booktitle	= {IEEE International Conference on Image Processing (ICIP 2001)},
	location	= {Thessaloniki, Greece},
	pages		= {409--412},
	month		= {Oct},
	year		= {2001},
	url		= {http://vision.ece.ucsb.edu/sites/vision.ece.ucsb.edu/files/publications/01ICIPXDSun.pdf},
}
@inproceedings{Zheng91-4
	author		= {Qinfen Zheng and R. Chellappa and B. S. Manjunath},
	title		= {Balloon motion estimation using two frames},
	booktitle	= {25th Asilomar Conference on Signals, Systems and Computers},
	location	= {San Jose, CA},
	pages		= {1057--1061},
	month		= {Oct},
	year		= {1991},
	url		= {http://vision.ece.ucsb.edu/sites/vision.ece.ucsb.edu/files/publications/91Asilomar_0.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		= {http://vision.ece.ucsb.edu/sites/vision.ece.ucsb.edu/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		= {http://vision.ece.ucsb.edu/sites/vision.ece.ucsb.edu/files/publications/wacv2015_niloufar.pdf},
}

Managing Multimedia Databases

@article{Leo12-403
	author		= {Carter de Leo and B.S. Manjunath},
	title		= {Multicamera Video Summarization and Anomaly Detection from Activity Motifs},
	journal		= {ACM Transactions on Sensor Networks},
	volume		= {10},
	number		= {2},
	month		= {May},
	year		= {2014},
}
@inproceedings{Xu12-380
	author		= {Jiejun Xu and Vishwakarma Singh and Ziyu Guan and B. S. Manjunath},
	title		= {Unified Hypergraph for Image Ranking in a Multimodal Context},
	booktitle	= {International Conference on Acoustics, Speech and  Signal Processing (ICASSP)},
	location	= {Kyoto, Japan},
	month		= {Mar},
	year		= {2012},
	url		= {http://vision.ece.ucsb.edu/sites/vision.ece.ucsb.edu/files/publications/jiejun_icassp_2012.pdf},
}
@inproceedings{Karthikeyan12-379
	author		= {S. Karthikeyan and Felix Fernandes and Zhan Ma and PoLin Lai and Ankur Saxena},
	title		= {Perceptual Similarity based Robust Low-Complexity Video Fingerprinting},
	booktitle	= {International Conference on Acoustics, Speech and Signal Processing (ICASSP)},
	location	= {Kyoto, Japan},
	month		= {Mar},
	year		= {2012},
	url		= {http://vision.ece.ucsb.edu/sites/vision.ece.ucsb.edu/files/publications/karthik_icassp2012.pdf},
}
@techreport{Nataraj10-376
	author		= {Lakshmanan Nataraj and Gregoire Jacob and B.S.Manjunath},
	title		= {Detecting Packed Executables based on Raw Binary Data},
	booktitle	= {VRL, ECE},
	location	= {University of California, Santa Barbara},
	month		= {Jun},
	year		= {2010},
	url		= {http://vision.ece.ucsb.edu/sites/vision.ece.ucsb.edu/files/publications/packed-unpacked-tech-report.pdf},
}
@article{Sarkar10-343
	author		= {Anindya Sarkar and Vishwakarma Singh and Pratim Ghosh and B. S. Manjunath and Ambuj Singh},
	title		= {Efficient and Robust Detection of Duplicate Videos in a Large Database},
	journal		= {IEEE Transactions on Circuits and Systems for Video Technology},
	volume		= {20},
	number		= {6},
	pages		= {870--885},
	month		= {Jun},
	year		= {2010},
	url		= {http://vision.ece.ucsb.edu/sites/vision.ece.ucsb.edu/files/publications/Anindya-CSVT-accepted-version.pdf},
}
@article{Moxley10-351
	author		= {E. Moxley and T. Mei and B. S. Manjunath},
	title		= {Video Annotation Through Search and Graph Reinforcement Mining},
	journal		= {IEEE Transactions on Multimedia},
	volume		= {12},
	number		= {3},
	pages		= {184--193},
	month		= {Apr},
	year		= {2010},
	url		= {http://vision.ece.ucsb.edu/sites/vision.ece.ucsb.edu/files/publications/moxley-T-MM-2010.pdf},
}
@article{Kvilekval10-348
	author		= {Kristian Kvilekval and Dmitry Fedorov and Boguslaw Obara and Ambuj Singh and B.S. Manjunath},
	title		= {Bisque: A  Platform for Bioimage Analysis and Management},
	journal		= {Bioinformatics},
	volume		= {26},
	number		= {4},
	pages		= {544--552},
	month		= {Feb},
	year		= {2010},
	url		= {http://vision.ece.ucsb.edu/sites/vision.ece.ucsb.edu/files/publications/kvilekval_Bioinformatics_2010.pdf},
}
@inproceedings{Anguera08-321
	author		= {Xavier Anguera and JieJun Xu and Nuria Oliver},
	title		= {Multimodal Photo Annotation and Retrieval on a Mobile Phone},
	booktitle	= {ACM International Conference on Multimedia Information Retrieval (MIR2008)},
	location	= {Vancouver, Canada},
	month		= {Oct},
	year		= {2008},
	url		= {http://vision.ece.ucsb.edu/sites/vision.ece.ucsb.edu/files/publications/xu_mir_2008.pdf},
}
@inproceedings{Moxley08-320
	author		= {Emily Moxley and Jim Kleban and B.S. Manjunath},
	title		= {SpiritTagger: A Geo-Aware Tag Suggestion Tool Mined from Flickr},
	booktitle	= {ACM International Conference on Multimedia Information Retrieval (MIR2008)},
	location	= {Vancouver, Canada},
	pages		= {24--30},
	month		= {Oct},
	year		= {2008},
	url		= {http://vision.ece.ucsb.edu/sites/vision.ece.ucsb.edu/files/publications/moxley_MIR_2008.pdf},
}
@techreport{Sarkar08-301
	author		= {Anindya Sarkar and Vishwakarma Singh and Pratim Ghosh and B. S. Manjunath and Ambuj Singh},
	title		= {Discussion of a Pruning Scheme for Top-K Retrievals Among Vector Quantizer Encoded Signatures},
	booktitle	= {VRL, ECE},
	location	= {University of California, Santa Barbara},
	month		= {Apr},
	year		= {2008},
	url		= {http://vision.ece.ucsb.edu/sites/vision.ece.ucsb.edu/files/publications/Sarkar_tech_april_08.pdf},
}
@inproceedings{Gelasca07-287
	author		= {E. Drelie Gelasca and S. Joshi and J. Kleban and S. Mangiat and B.S. Manjunath and E. Moxley and A. Sarkar and and J. Xu},
	title		= {The Vision Research Lab of UCSB at TRECVID 2007},
	booktitle	= {Proceedings of the TRECVID 2007 Workshop},
	month		= {Nov},
	year		= {2007},
	url		= {http://vision.ece.ucsb.edu/sites/vision.ece.ucsb.edu/files/publications/elisa_2007_trecvid.pdf},
}
@book{Ghosh07-297
	author		= {Pratim Ghosh and E. Drelie Gelasca and K.R. Ramakrisnan and B.S. Manjunath},
	title		= {Duplicate Image Detection in Large Scale Databases},
	publisher		= {Book Chapter in Platinum Jubilee Volume},
	editor		= {Indian Statistical Institute, Kolkata},
	month		= {Oct},
	year		= {2007},
	url		= {http://vision.ece.ucsb.edu/sites/vision.ece.ucsb.edu/files/publications/pratim_2007_book.pdf},
}
@techreport{Drelie07-275
	author		= {Elisa Drelie Gelasca and Joriz De Guzman and Steffen Gauglitz and Pratim Ghosh and JieJun Xu and Emily Moxley and Amir M. Rahimi and Zhiqiang Bi and B. S. Manjunath},
	title		= {CORTINA: Searching a 10 Million + Images Database},
	booktitle	= {VRL, ECE},
	location	= {University of California, Santa Barbara},
	month		= {Sep},
	year		= {2007},
	url		= {http://vision.ece.ucsb.edu/sites/vision.ece.ucsb.edu/files/publications/elisa_VLDB_2007.pdf},
}
@techreport{Fisher07-269
	author		= {S.K. Fisher and M.R. Verardo and J. Byun and G.P. Lewis and G. Luna and S. Kjellstrom and P. Sieving},
	title		= {Reduced glial hypertrophy and increased neuronal reactivity following retinal detachment in mice deficient in GFAP and vimentin.},
	booktitle	= {Center for Bio-Image Informatics,},
	location	= {University of California, Santa Barbara},
	year		= {2007},
}
@techreport{Singh07-266
	author		= {V. Singh and A. Bhattacharya and A. K. Singh and C. Banna and G. P. Lewis and S. K. Fisher},
	title		= {QUIP: Querying Significant Patterns from Image Databases},
	booktitle	= {Center for Bio-Image Informatics, UCSB},
	year		= {2007},
	url		= {http://vision.ece.ucsb.edu/sites/vision.ece.ucsb.edu/files/publications/bhattacharya_kdd_2007.pdf},
}
@techreport{Bhattacharya07-265
	author		= {A. Bhattacharya and S. C. Feinstein and A. LeBoeuf and S. Levy and A. K. Singh and L. Wilson},
	title		= {A General Modeling and Visualization Tool for Comparing Different Members of a Group: Application to Understanding Tau-Mediated Regulation of Microtubule Dynamics},
	booktitle	= {Center for Bio-Image Informatics, UCSB},
	year		= {2007},
}
@inproceedings{Ljosa06-258
	author		= {Vebjorn Ljosa and Ambuj K. Singh},
	title		= {Probabilistic Segmentation and Analysis of Horizontal Cells},
	booktitle	= {2006 IEEE International Conference on Data Mining (ICDM)},
	pages		= {980--985},
	month		= {Dec},
	year		= {2006},
	url		= {http://vision.ece.ucsb.edu/sites/vision.ece.ucsb.edu/files/publications/ljosa_icdm_2006.pdf},
}
@inproceedings{Bhattacharya06-264
	author		= {A. Bhattacharya and A. K. Singh},
	title		= {Prediction of Growth Parameters of In Vitro Microtubules in Association with Different Isoforms of Tau},
	booktitle	= {Workshop on Multiscale Biological Imaging, Data Mining & Informatics},
	location	= {Santa Barbara, CA, USA},
	pages		= {53--54},
	month		= {Sep},
	year		= {2006},
}
@inproceedings{Ljosa06-259
	author		= {Vebjorn Ljosa and Ambuj K. Singh},
	title		= {Probabilistic segmentation of horizontal cells},
	booktitle	= {Workshop on multiscale biological imaging, data mining & informatics},
	pages		= {39--40},
	month		= {Sep},
	year		= {2006},
	url		= {http://vision.ece.ucsb.edu/sites/vision.ece.ucsb.edu/files/publications/ljosa_bioimageinformatics_2006.pdf},
}
@inproceedings{Fisher06-267
	author		= {S. K. Fisher and M. R. Verardo and J. Byun and G. P. Lewis and G. Luna and S. Kjellstrom and and P. Sieving},
	title		= {Retinal Changes Following Experimental Retinal Detachment In The Retinoschisin Knockout Mouse},
	booktitle	= {Invest Ophthalmol Vision Science 2006;47: Association for Research in Vision and Ophthalmology (ARVO) EAbstract 1538},
	location	= {Fort Lauderdale, Florida},
	month		= {Apr},
	year		= {2006},
}
@inproceedings{Quack04-181
	author		= {Till Quack and Ullrich Monich and Lars Thiele and B.S. Manjunath},
	title		= {Cortina: A System for Large-scale, Content-based Web Image Retrieval},
	booktitle	= {ACM Multimedia 2004},
	location	= {New York, NY, USA},
	month		= {Oct},
	year		= {2004},
	url		= {http://vision.ece.ucsb.edu/sites/vision.ece.ucsb.edu/files/publications/04ACMMQuack.pdf},
}
@phdthesis{Tešic04-203
	author		= {Jelena Tešic},
	title		= {Managing Large-scale Multimedia Repositories},
	booktitle	= {Ph.D. Thesis},
	location	= {University of California, Santa Barbara},
	month		= {Sep},
	year		= {2004},
	url		= {http://vision.ece.ucsb.edu/sites/vision.ece.ucsb.edu/files/publications/04ThesisTesic.pdf},
}
@article{Singh04-201
	author		= {A. Singh and B. S. Manjunath and R. Murphy},
	title		= {Design of a Distributed Database for Bio-Molecular Images},
	journal		= {ACM SIGMOD Records},
	location	= {New York, NY, USA},
	volume		= {33},
	number		= {3},
	pages		= {65--71},
	month		= {Jun},
	year		= {2004},
	url		= {http://vision.ece.ucsb.edu/sites/vision.ece.ucsb.edu/files/publications/singh_SIGMOD_2004.pdf},
}
@phdthesis{Quack04-204
	author		= {Till Quack},
	title		= {Cortina: A System for Large-scale, Content-based Web Image Retrieval and the Semantics within},
	booktitle	= {Master's Thesis},
	location	= {Swiss Federal Institute of Technology Zurich, University of California at Santa Barbara},
	month		= {Apr},
	year		= {2004},
	url		= {http://vision.ece.ucsb.edu/sites/vision.ece.ucsb.edu/files/publications/04ThesisQuack.pdf},
}
@inproceedings{Byun04-164
	author		= {J. Byun and L. Wang and G. P. Lewis and S. K. Fisher and B.S. Manjunath},
	title		= {Challenges in Bio-Molecular Imaging and Information Discovery: Developing a Searchable, Distributed Retinal Image Database},
	booktitle	= {Invest Ophthalmol Vision Science 2004;45: Association for Research in Vision and Ophthalmology (ARVO) E-Abstract 3000},
	location	= {Fort Lauderdale, Florida, USA},
	month		= {Apr},
	year		= {2004},
	url		= {http://vision.ece.ucsb.edu/sites/vision.ece.ucsb.edu/files/publications/Jiyun_Arvo2004.pdf},
}
@article{Manjunath00-116
	author		= {B. S. Manjunath and T. Huang and A. M. Tekalp and and H. J. Zhang},
	title		= {Introduction to the special issue on image and video processing for digital libraries},
	journal		= {IEEE Transactions on Image Processing},
	volume		= {9},
	number		= {1},
	pages		= {1--2},
	month		= {Jan},
	year		= {2000},
	url		= {http://vision.ece.ucsb.edu/sites/vision.ece.ucsb.edu/files/publications/00IEEEGuestEditorial.pdf},
}
@article{Ma99-83
	author		= {W. Y. Ma and B. S. Manjunath},
	title		= {NeTra: a toolbox for navigating large image databases},
	journal		= {Multimedia Systems},
	location	= {Springer-Verlag, Berlin, Germany},
	volume		= {7},
	number		= {3},
	pages		= {184--198},
	month		= {May},
	year		= {1999},
	url		= {http://vision.ece.ucsb.edu/sites/vision.ece.ucsb.edu/files/publications/99ACMNeTra.pdf},
}
@inproceedings{Winkeler98-71
	author		= {J. F. Winkeler and B. S. Manjunath},
	title		= {Incremental Evolution in Genetic Programming},
	booktitle	= {Third Annual Conference on Genetic Programming},
	pages		= {403--411},
	month		= {Jul},
	year		= {1998},
	url		= {http://vision.ece.ucsb.edu/sites/vision.ece.ucsb.edu/files/publications/98GP.pdf},
}
@inproceedings{Manjunath98-79
	author		= {B. S. Manjunath and Y. Deng},
	title		= {Issue for image/video digital libraries},
	booktitle	= {IEEE International Symposium on Circuits and Systems (ISCAS'98)},
	location	= {Monterey, CA},
	volume		= {3},
	pages		= {595--598},
	month		= {Jun},
	year		= {1998},
	url		= {http://vision.ece.ucsb.edu/sites/vision.ece.ucsb.edu/files/publications/98ISCASDeng.pdf},
}
@inproceedings{Manjunat98-78
	author		= {B. S. Manjunath},
	title		= {Image processing in the Alexandria Digital Library project},
	booktitle	= {IEEE Conference on Advances in Digital Libraries (ADL'98)},
	location	= {Santa Barbara, CA},
	pages		= {180--187},
	month		= {Apr},
	year		= {1998},
	url		= {http://vision.ece.ucsb.edu/sites/vision.ece.ucsb.edu/files/publications/98ADLIP.pdf},
}
@inproceedings{Manjunath96-46
	author		= {B. S. Manjunath and W. Y. Ma},
	title		= {Browsing large satellite and aerial photographs},
	booktitle	= {IEEE Third International conference on image processing (ICIP'96)},
	location	= {Lausanne, Switzerland},
	volume		= {2},
	pages		= {765--768},
	month		= {Sep},
	year		= {1996},
	url		= {http://vision.ece.ucsb.edu/sites/vision.ece.ucsb.edu/files/publications/01CSVTHe.pdf},
}
@article{Smith96-41
	author		= {T. Smith and D. Andresen and L. Carver and R. Dolin and C. Fischer and J. Frew and M. Goodchild and O. Ibarra and R. Kemp and R. Kothuri and M. Larsgaard and B.S. Manjunath and D. Nebert and J. Simpson and A. Wells and T. Yang and Q. Zheng},
	title		= {A Digital library for geographically referenced materials},
	journal		= {IEEE Computer},
	pages		= {54--60},
	month		= {May},
	year		= {1996},
	url		= {http://vision.ece.ucsb.edu/sites/vision.ece.ucsb.edu/files/publications/96ADL.pdf},
}
@inproceedings{Strobel95-26
	author		= {N. Strobel and S. K. Mitra and B. S. Manjunath},
	title		= {An approach to efficient storage  retrieval  and browsing of large scale image databases},
	booktitle	= {SPIE conference on Image Storage and Archiving System},
	location	= {Philadelphia, Pennsylvania},
	volume		= {2606},
	pages		= {324--335},
	month		= {Oct},
	year		= {1995},
	url		= {http://vision.ece.ucsb.edu/sites/vision.ece.ucsb.edu/files/publications/95SPIEStrobel.pdf},
}
@inproceedings{Manjunath95-35
	author		= {D. Andresen and L. Carver and R. Dolin and C. Fischer and J. Frew and M. Goodchild and O. Ibarra and R. Kothuri and M. Larsgaard and B. Manjunath and D. Nebert and J. Simpson and T. Smith and T. Yang and Q. Zheng},
	title		= {The WWW prototype of the Alexandria digital library},
	booktitle	= {International Symposium on Digital Libraries},
	location	= {Tsukuba, Ibaraki, Japan},
	pages		= {17--27},
	month		= {Aug},
	year		= {1995},
	url		= {http://vision.ece.ucsb.edu/sites/vision.ece.ucsb.edu/files/publications/95wwwandresen.pdf},
}
@inproceedings{Alexandrov95-38
	author		= {A. D. Alexandrov and W. Y. Ma and A. El Abbadi and B. S. Manjunath},
	title		= {Adaptive filtering and indexing for image databases},
	booktitle	= {SPIE Conference on Storage and Retrieval for Image and Video Databases},
	location	= {San Jose, CA},
	volume		= {2420},
	pages		= {12--23},
	month		= {Feb},
	year		= {1995},
	url		= {http://vision.ece.ucsb.edu/sites/vision.ece.ucsb.edu/files/publications/95SPIEalexandrov.pdf},
}
@inproceedings{Ma94-14
	author		= {W. Y. Ma and B. S. Manjunath},
	title		= {Pattern Retrieval in Image Databases Based on Adaptive Signal Decomposition},
	booktitle	= {28th Asilomar Conference on Signals, Systems and Computers},
	location	= {Pacific Grove, CA},
	pages		= {1351--1355},
	month		= {Nov},
	year		= {1994},
	url		= {http://vision.ece.ucsb.edu/sites/vision.ece.ucsb.edu/files/publications/94Asilomar.pdf},
}
@inproceedings{Manjunath94-13
	author		= {B. S. Manjunath and W. Y. Ma},
	title		= {Information Retrieval in Image Databases},
	booktitle	= {ISMM International conference on Multimedia Systems and Applications},
	location	= {Honolulu, Hawaii},
	pages		= {6--9},
	month		= {Aug},
	year		= {1994},
}
@inproceedings{Manjunath92-6
	author		= {B. S. Manjunath and Chandra Shekhar and R. Chellappa and C. von der Malsburg},
	title		= {A Robust method for detecting image features with applications to face recognition and motion correspondence},
	booktitle	= {11th IAPR International Conference on Pattern Recognition},
	location	= {The Hague, Netherlands},
	pages		= {208--212},
	month		= {Aug},
	year		= {1992},
	url		= {http://vision.ece.ucsb.edu/sites/vision.ece.ucsb.edu/files/publications/92IAPR.pdf},
}
@inproceedings{Manjunath92-5
	author		= {B. S. Manjunath and R. Chellappa and C. von der Malsburg},
	title		= {A feature based approach to face recognition},
	booktitle	= {IEEE Conference on Computer Vision and Pattern Recognition},
	location	= {Champaign, IL},
	pages		= {373--378},
	month		= {Jun},
	year		= {1992},
	url		= {http://vision.ece.ucsb.edu/sites/vision.ece.ucsb.edu/files/publications/92CVPR_0.pdf},
}

Image Texture

@article{Bhagavathy06-253
	author		= {S. Bhagavathy and B. S. Manjunath},
	title		= {Modeling and detection of geospatial objects using texture motifs},
	journal		= {IEEE Transactions on Geoscience and Remote Sensing},
	location	= {University of California, Santa Barbara},
	volume		= {44},
	number		= {12},
	pages		= {3706--3715},
	month		= {Dec},
	year		= {2006},
	url		= {http://vision.ece.ucsb.edu/sites/vision.ece.ucsb.edu/files/publications/sitaram_TGRS06.pdf},
}
@inproceedings{Wu05-390
	author		= {Gang Wu and Amir Rahimi and Kingshy Goh and Tomy Tsai and Ankur Jain and Yi Wu and Edward Y. Chang and Yuan-fang Wang},
	title		= {Identifying color in motion in video sensors},
	booktitle	= {Computer Vision and Pattern Recognition (CVPR)},
	year		= {2005},
}
@inproceedings{Newsam04-184
	author		= {S. Newsam and B. S. Manjunath},
	title		= {Normalized Texture Motifs and Their Application to Statistical Object Modeling},
	booktitle	= {IEEE Computer Society Conference on Computer Vision and Pattern Recognition, Workshop on Perceptual Organization in Computer Vision},
	location	= {Washington, DC},
	month		= {Jun},
	year		= {2004},
	url		= {http://vision.ece.ucsb.edu/sites/vision.ece.ucsb.edu/files/publications/04CVPRShawn.pdf},
}
@article{Newsam04-185
	author		= {S. Newsam and L. Wang and S. Bhagavathy and and B. S. Manjunath},
	title		= {Using texture to analyze and manage large collections of remote sensed image and video data},
	journal		= {Journal of Applied Optics: Information Processing},
	volume		= {43},
	number		= {2},
	pages		= {210--217},
	month		= {Jan},
	year		= {2004},
	url		= {http://vision.ece.ucsb.edu/sites/vision.ece.ucsb.edu/files/publications/04JAONewsam.pdf},
}
@inproceedings{Newsam03-150
	author		= {S. Newsam and L. Wang and S. Bhagavathy and B. S. Manjunath},
	title		= {Using Texture to Annotate Remote Sensed Datasets},
	booktitle	= {3rd International Symposium on Image and Signal Processing and Analysis (ISPA)},
	location	= {Rome, Italy},
	month		= {Sep},
	year		= {2003},
	url		= {http://vision.ece.ucsb.edu/sites/vision.ece.ucsb.edu/files/publications/03ISPATexture.pdf},
}
@inproceedings{Bhagavathy03-149
	author		= {S. Bhagavathy and J. Tešic and B. S. Manjunath},
	title		= {On the Rayleigh nature of Gabor filter outputs},
	booktitle	= {IEEE International Conference on Image Processing (ICIP)},
	location	= {Barcelona, Spain},
	volume		= {3},
	pages		= {745--748},
	month		= {Sep},
	year		= {2003},
	url		= {http://vision.ece.ucsb.edu/sites/vision.ece.ucsb.edu/files/publications/03ICIPSitaram.pdf},
}
@inproceedings{Newsam03-148
	author		= {S. Newsam and S. Bhagavathy and and B. S. Manjunath},
	title		= {Object Localization Using Texture Motifs and Markov Random Fields},
	booktitle	= {IEEE International Conference on Image Processing (ICIP)},
	location	= {Barcelona, Spain},
	volume		= {2},
	pages		= {1049--1052},
	month		= {Sep},
	year		= {2003},
	url		= {http://vision.ece.ucsb.edu/sites/vision.ece.ucsb.edu/files/publications/03ICIPNewsam.pdf},
}
@book{Choi02-198
	author		= {Y. Choi and C. S. Won and Y. M. Ro and and B. S. Manjunath},
	title		= {Texture Descriptors},
	publisher		= {Introduction to MPEG-7, Multimedia Content Description Interface, B. S. Manjunath, P. Salembier and T. Sikora (editors)},
	editor		= {John Wiley and Sons, Ltd.},
	month		= {Jun},
	year		= {2002},
}
@book{Ohm02-197
	author		= {J. Ohm and L. Cieplinski and H. J. Kim and S. Krishnamacari and B. S. Manjunath and D. S. Messing and Akio Yamada},
	title		= {Color Descriptors},
	publisher		= {Introduction to MPEG-7, Multimedia Content Description Interface, B. S. Manjunath, P. Salembier and T. Sikora (editors)},
	editor		= {John Wiley and Sons, Ltd.},
	month		= {Jun},
	year		= {2002},
}
@book{Manjunath02-196
	author		= {B. S. Manjunath and T. Sikora},
	title		= {Overview of Visual Descriptors},
	publisher		= {Introduction to MPEG-7, Multimedia Content Description Interface, B. S. Manjunath, P. Salembier and T. Sikora (editors)},
	editor		= {John Wiley and Sons, Ltd.},
	month		= {Jun},
	year		= {2002},
}
@book{Manjunath02-195
	author		= {B. S. Manjunath},
	title		= {Introduction to MPEG-7, Multimedia Content Description Interface},
	publisher		= {John Wiley and Sons, Ltd.},
	editor		= {B. S. Manjunath, P. Salembier and T. Sikora},
	month		= {Jun},
	year		= {2002},
}
@book{Manjunath02-194
	author		= {B. S. Manjunath and W. Ma},
	title		= {Texture Features for Image Retrieval},
	publisher		= {Image Databases: Search and Retrieval of Digital Imagery, V. Castelli and L. D. Bergman (editors)},
	editor		= {Wiley Publishing},
	year		= {2002},
}
@article{Deng01-121
	author		= {Y. Deng and and B. S.Manjunath},
	title		= {Unsupervised segmentation of color-texture regions in images and video},
	journal		= {IEEE Transactions on Pattern Analysis and Machine Intelligence (PAMI '01)},
	volume		= {23},
	number		= {8},
	pages		= {800--810},
	month		= {Aug},
	year		= {2001},
	url		= {http://vision.ece.ucsb.edu/sites/vision.ece.ucsb.edu/files/publications/01PAMIJseg.pdf},
}
@article{Ro01-193
	author		= {Y. M. Ro and M. Kim and H. K. Kang and B. S. Manjunath and J. Kim},
	title		= {MPEG-7 Homogenous Texture Descriptor},
	journal		= {ETRI Journal},
	volume		= {32},
	number		= {2},
	pages		= {41--51},
	month		= {Jun},
	year		= {2001},
	url		= {http://vision.ece.ucsb.edu/sites/vision.ece.ucsb.edu/files/publications/01ETRImpeg7.pdf},
}
@article{Manjunath01-135
	author		= {B. S. Manjunath and J. R. Ohm and V. V. Vinod and and A. Yamada},
	title		= {Color and Texture descriptors},
	journal		= {IEEE Trans. Circuits and Systems for Video Technology, Special Issue on MPEG-7},
	volume		= {11},
	number		= {6},
	pages		= {703--715},
	month		= {Jun},
	year		= {2001},
	url		= {http://vision.ece.ucsb.edu/sites/vision.ece.ucsb.edu/files/publications/01IEEEManjunath.pdf},
}
@article{Deng01-120
	author		= {Y. Deng and B. S. Manjunath and C. Kenney and M. S. Moore and H. Shin},
	title		= {An efficient color representation for image retrieval},
	journal		= {IEEE Transactions on Image Processing},
	volume		= {10},
	number		= {1},
	pages		= {140--147},
	month		= {Jan},
	year		= {2001},
	url		= {http://vision.ece.ucsb.edu/sites/vision.ece.ucsb.edu/files/publications/01TIPDeng.pdf},
}
@book{Chellappa01-165
	author		= {R. Chellappa and B. S. Manjunath},
	title		= {Texture classification and Segmentation: Tribulations  Triumphs and Tributes},
	publisher		= {Foundations of Image Understanding (editor: L. Davis)},
	editor		= {Kluwer Academic Publishers},
	year		= {2001},
}
@article{Manjunath00-115
	author		= {P. Wu and B.S. Manjunath and S. Newsam and H. Shin},
	title		= {A texture descriptor for browsing and similarity retrieval},
	journal		= {Journal of Signal Processing: Image Communication},
	volume		= {16},
	number		= {1-2},
	pages		= {33--43},
	month		= {Sep},
	year		= {2000},
	url		= {http://vision.ece.ucsb.edu/sites/vision.ece.ucsb.edu/files/publications/00ICJ.pdf},
}
@inproceedings{Wu99-87
	author		= {P. Wu and B. S. Manjunath and S.D. Newsam and H.D.Shin},
	title		= {A Texture Descriptor for Image Retrieval and Browsing},
	booktitle	= {IEEE Workshop on Content Based Access to Image and Video Libraries},
	location	= {Fort Collins, CO, USA},
	pages		= {3--7},
	month		= {Jun},
	year		= {1999},
	url		= {http://vision.ece.ucsb.edu/sites/vision.ece.ucsb.edu/files/publications/99CVPRtex.pdf},
}
@article{Haley99-97
	author		= {G. M. Haley and B. S. Manjunath},
	title		= {Rotation-invariant texture classification using a complete space-frequency model},
	journal		= {IEEE Transactions on Image Processing},
	volume		= {8},
	number		= {2},
	pages		= {255--269},
	month		= {Feb},
	year		= {1999},
	url		= {http://vision.ece.ucsb.edu/sites/vision.ece.ucsb.edu/files/publications/99IPTrans.pdf},
}
@book{Manjunath99-166
	author		= {B. S. Manjunath and R. Chellappa},
	title		= {Image Texture},
	publisher		= {Encyclopedia of Electrical and Electronics Engineering, J. G. Webster (editor)},
	editor		= {John Wiley & Sons},
	year		= {1999},
}

Pages