Serge Belongie

@inproceedings { 554, title = {Learning Concept Embeddings with Combined Human-Machine Expertise}, booktitle = {International Conference on Computer Vision (ICCV 2015)}, year = {2015}, URL = {http://arxiv.org/abs/1509.07479}, author = {Michael Wilber and Iljung Sam Kwak and David Kriegman and Serge Belongie} }

@article { 487, title = {Fast Feature Pyramids for Object Detection}, journal = {IEEE Transactions on Pattern Analysis and Machine Intelligence}, year = {2014}, month = {to appear}, author = {Piotr Doll{\'a}r and Ron Appel and Serge Belongie and Pietro Perona} }

@inproceedings { 502, title = {Microsoft COCO: Common Objects in Context}, booktitle = {European Conference on Computer Vision (ECCV)}, year = {2014}, month = {September}, address = {Z{\"u}rich}, URL = {http://mscoco.org}, author = {Tsung-Yi Lin and Michael Maire and Serge Belongie and James Hays and Pietro Perona and Deva Ramanan and Piotr Doll{\'a}r and C. Lawrence Zitnick} }

@inproceedings { 503, title = {Cost-Effective HITs for Relative Similarity Comparisons}, booktitle = {Human Computation and Crowdsourcing (HCOMP)}, year = {2014}, month = {November}, address = {Pittsburgh}, author = {Michael Wilber and Sam Kwak and Serge Belongie} }

@inproceedings { 488, title = {Recognizing Locations with Google Glass: A Case Study}, booktitle = {IEEE Winter Conference on Applications of Computer Vision (WACV)}, year = {2014}, month = {March}, address = {Steamboat Springs, Colorado}, author = {Hani Altwaijry and Mohammad Moghimi and Serge Belongie} }

@inproceedings { 489, title = {Video Text Detection and Recognition: Dataset and Benchmark}, booktitle = {Winter Conference on Applications of Computer Vision (WACV)}, year = {2014}, month = {March}, address = {Steamboat Springs, CO}, author = {Phuc Xuan Nguyen and Kai Wang and Serge Belongie} }

@inproceedings { 491, title = {Improving Streaming Video Segmentation with Early and Mid-Level Visual Processing}, booktitle = {Winter Conference on Applications of Computer Vision (WACV)}, year = {2014}, month = {March}, address = {Steamboat Springs, CO}, author = {Subarna Tripathi and Youngbae Hwang and Serge Belongie and Truong Nguyen} }

@inproceedings { 494, title = {Similarity Comparisons for Interactive Fine-Grained Categorization}, booktitle = {Computer Vision and Pattern Recognition (CVPR)}, year = {2014}, month = {June}, address = {Columbus, OH}, author = {Catherine Wah and Grant Van Horn and Steve Branson and Subhransu Maji and Pietro Perona and Serge Belongie} }

@inproceedings { 501, title = {Experiments on an RGB-D Wearable Vision System for Egocentric Activity Recognition}, booktitle = {CVPR Workshop on Egocentric (First-person) Vision}, year = {2014}, month = {June}, address = {Columbus, OH}, author = {Mohammad Moghimi and Pablo Azagra and Luis Montesano and Ana C. Murillo and Serge Belongie} }

@inproceedings { 504, title = {A User Friendly Crowdsourcing Task Manager}, booktitle = {Workshop on Computer Vision and Human Computation}, year = {2014}, month = {June}, address = {Columbus, OH}, author = {Tomas Matera and Jan Jakes and Munan Cheng and Serge Belongie} }

@inproceedings { 500, title = {Adaptive Ranking of Facial Attractiveness}, booktitle = {IEEE International Conference on Multimedia & Expo (ICME)}, year = {2014}, month = {July}, address = {Chengdu}, author = {Chong Cao and Sam Kwak and Serge Belongie and David Kriegman and Haizhou Ai} }

@article { 490, title = {Regression and classification methods for nasolabial folds}, journal = {Journal of Dermatology}, volume = {41}, number = {1}, year = {2014}, month = {January}, pages = {92-7}, URL = {http://www.ncbi.nlm.nih.gov/pubmed/24354417}, author = {David Lluncor and Serge Belongie and Peter Rullan and Vera Morhenn} }

@article { 492, title = {Semisynthetic Versus Real-World Sonar Training Data for the Classification of Mine-Like Objects}, journal = {IEEE Journal of Oceanic Engineering}, year = {2014}, month = {January}, URL = {http://ieeexplore.ieee.org/xpls/abs_all.jsp?arnumber=6716087&tag;=1}, author = {Christopher Barngrover and Ryan Kastner and Serge Belongie} }

@article { 493, title = {The Ignorant Led by the Blind: A Hybrid Human{\textendash}Machine Vision System for Fine-Grained Categorization}, journal = {International Journal of Computer Vision (IJCV)}, year = {2014}, month = {February}, URL = {http://link.springer.com/article/10.1007/s11263-014-0698-4}, author = {Steve Branson and Grant Van Horn and Catherine Wah and Pietro Perona and Serge Belongie} }

@inproceedings { 467, title = {From Bikers to Surfers: Visual Recognition of Urban Tribes}, booktitle = {British Machine Vision Conference (BMVC)}, year = {2013}, month = {September}, address = {Bristol}, author = {Iljung Sam Kwak and Ana C. Murillo and Peter Belhumeur and Serge Belongie and David Kriegman} }

@inproceedings { 468, title = {Match-time covariance for descriptors}, booktitle = {British Machine Vision Conference (BMVC)}, year = {2013}, month = {September}, address = {Bristol}, author = {Eric Christiansen and Vincent Rabaud and Andrew Ziegler and David Kriegman and Serge Belongie} }

@inproceedings { 469, title = {Ultra-wide Baseline Aerial Imagery Matching in Urban Environments}, booktitle = {British Machine Vision Conference (BMVC)}, year = {2013}, month = {September}, address = {Bristol}, author = {Hani Altwaijry and Serge Belongie} }

@inproceedings { 457, title = {Efficient Large-Scale Structured Learning}, booktitle = {IEEE Conference on Computer Vision and Pattern Recognition (CVPR)}, year = {2013}, month = {June}, address = {Portland, OR}, author = {Steve Branson and Oscar Beijbom and Serge Belongie} }

@inproceedings { 458, title = {Cross-view Image Geolocalization}, booktitle = {IEEE Conference on Computer Vision and Pattern Recognition (CVPR)}, year = {2013}, month = {June}, address = {Portland, OR}, author = {Tsung-Yi Lin and Serge Belongie and James Hays} }

@inproceedings { 459, title = {Attribute-Based Detection of Unfamiliar Classes with Humans in the Loop}, booktitle = {IEEE Conference on Computer Vision and Pattern Recognition (CVPR)}, year = {2013}, month = {June}, address = {Portland, OR}, author = {Catherine Wah and Serge Belongie} }

@inproceedings { 465, title = {Camera distance from face images}, booktitle = {International Symposium on Visual Computing (ISVC)}, year = {2013}, month = {July}, address = {Crete}, author = {Arturo Flores and Eric Christiansen and David Kriegman and Serge Belongie} }

@inproceedings { 466, title = {Face box shape and verification}, booktitle = {International Symposium on Visual Computing (ISVC)}, year = {2013}, month = {July}, address = {Crete}, author = {Eric Christiansen and Iljung Sam Kwak and Serge Belongie and David Kriegman} }

@inproceedings { 455, title = {Relative Ranking of Facial Attractiveness}, booktitle = {Workshop on the Applications of Computer Vision (WACV)}, year = {2013}, month = {January}, address = {Clearwater Beach, Florida}, abstract = {Automatic evaluation of human facial attractiveness is a challenging problem that has received relatively little attention from the computer vision community. Previous work in this area had posed attractiveness as a classification problem. However, for applications that require fine-grained relationships between objects, learning to rank has been shown to be superior over the direct interpretation of classifier scores as ranks [27]. In this paper, we propose and implement a personalized relative beauty ranking system. Given training data of faces sorted based on a subject{\textquoteright}s personal taste, we learn how to rank novel faces according to that person{\textquoteright}s taste. Using a blend of Facial Geometric Relations, HOG, GIST, L*a*b* Color Histograms, and Dense-SIFT + PCA feature types, our system achieves an average accuracy of 63\% on pairwise comparisons of novel test faces. We examine the effectiveness of our method through lesion testing and find that the most effective feature types for predicting beauty preferences are HOG, GIST, and Dense-SIFT + PCA features.}, author = {Hani Altwaijry and Serge Belongie} }

@inproceedings { 486, title = {Bootstrapping Fine-Grained Classifiers: Active Learning with a Crowd in the Loop}, booktitle = {NIPS Workshop on Crowdsourcing: Theory, Algorithms and Applications}, year = {2013}, month = {December}, address = {Lake Tahoe}, author = {Genevieve Patterson and Grant Van Horn and Serge Belongie and Pietro Perona and James Hays} }

@inproceedings { 442, title = {Urban Tribes: Analyzing Group Photos from a Social Perspective}, booktitle = {CVPR Workshop on Socially Intelligent Surveillance and Monitoring (SISM)}, year = {2012}, month = {June}, address = {Providence, RI}, author = {Ana C. Murillo and Iljung Sam Kwak and Lubomir Bourdev and David Kriegman and Serge Belongie} }

@inproceedings { 436, title = {Non-Rigid Surface Detection for Gestural Interaction with Applicable Surfaces}, booktitle = {Applications of Computer Vision (WACV)}, year = {2012}, month = {January}, address = {Breckenridge, CO}, abstract = {In this work we present a novel application of non-rigid surface detection to enable gestural interaction with applicable surfaces. This method can add interactivity to traditionally passive media such as books, newspapers, restaurant menus, or anything else printed on paper. We allow a user to interact with these surfaces in a natural manner and present basic gestures based on pointing and touching. This technique was developed as part of an ongoing effort to create an assisted reading device for the visually impaired. However, it is suited to general applications and can be used as a practical mechanism for interaction with screen-less wearable devices. Our key contributions are a unique application of non-rigid surface detection, a basic gesturing paradigm, and a proof of concept system.}, author = {Andrew Ziegler and Serge Belongie} }

@inproceedings { 445, title = {Locally Uniform Comparison Image Descriptor}, booktitle = {Neural Information Processing Systems (NIPS)}, year = {2012}, month = {December}, pages = {1-9}, address = {Lake Tahoe, NV}, author = {Andrew Ziegler and Eric Christiansen and David Kriegman and Serge Belongie} }

@inproceedings { 421, title = {Wet Fingerprint Recognition: Challenges and Opportunities}, booktitle = {International Joint Conference on Biometrics (IJCB)}, year = {2011}, month = {October}, address = {Washington, DC}, author = {Prasanna Krishnasamy and Serge Belongie and David Kriegman} }

@article { 393, title = {Visual Tracking with Online Multiple Instance Learning}, journal = {IEEE Transactions on Pattern Analysis and Machine Intelligence (PAMI)}, year = {2011}, month = {August}, URL = {http://vision.ucsd.edu/~bbabenko/project_miltrack.shtml}, author = {Boris Babenko and Ming-Hsuan Yang and Serge Belongie} }

@inproceedings { 403, title = {From Region Similarity to Category Discovery}, booktitle = {IEEE Conference on Computer Vision and Pattern Recognition (CVPR)}, year = {2011}, address = {Colorado Springs}, author = {Carolina Galleguillos and Brian McFee and Serge Belongie and Gert Lanckriet} }

@inproceedings { 405, title = {EdgeSonic: Image Feature Sonification for the Visually Impaired}, booktitle = {International Conference on the Augmented Human }, year = {2011}, address = {Tokyo}, author = {Tsubasa Yoshida and Kris Kitani and Serge Belongie and Kevin Schlei and Hideki Koike} }

@inproceedings { 411, title = {Multiple Instance Learning with Manifold Bags}, booktitle = {International Conference on Machine Learning (ICML)}, year = {2011}, address = {Bellevue, WA}, author = {Boris Babenko and Nakul Varma and Piotr Dollar and Serge Belongie} }

@inproceedings { 412, title = {Adaptively Learning the Crowd Kernel}, booktitle = {International Conference on Machine Learning (ICML)}, year = {2011}, address = {Bellevue, WA}, author = {Omer Tamuz and Ce Liu and Serge Belongie and Ohad Shamir and Adam Kalai} }

@inproceedings { 417, title = {End-to-End Scene Text Recognition}, booktitle = {IEEE International Conference on Computer Vision (ICCV)}, year = {2011}, address = {Barcelona, Spain}, author = {Kai Wang and Boris Babenko and Serge Belongie} }

@inproceedings { 418, title = {Pose, Illumination and Expression Invariant Pairwise Face-Similarity Measure via Doppelg{\"a}nger List Comparison}, booktitle = {IEEE International Conference on Computer Vision (ICCV)}, year = {2011}, address = {Barcelona}, author = {Florian Schroff and Tali Treibitz and David Kriegman and Serge Belongie} }

@inproceedings { 419, title = {Strong Supervision From Weak Annotation: Interactive Training of Deformable Part Models}, booktitle = {IEEE International Conference on Computer Vision (ICCV)}, year = {2011}, address = {Barcelona}, author = {Steve Branson and Pietro Perona and Serge Belongie} }

@inproceedings { 420, title = {Multiclass Recognition and Part Localization with Humans in the Loop}, booktitle = {IEEE International Conference on Computer Vision (ICCV)}, year = {2011}, address = {Barcelona}, author = {Catherine Wah and Steve Branson and Pietro Perona and Serge Belongie} }

@inproceedings { 423, title = {JBoost Optimization of Object Detectors for Autonomous Underwater Vehicle Navigation}, booktitle = {International Conference on Computer Analysis of Images and Patterns (CAIP)}, year = {2011}, address = {Seville, Spain}, author = {Christopher Barngrover and Serge Belongie and Ryan Kastner} }

@inproceedings { 371, title = {Word Spotting in the Wild}, booktitle = {European Conference on Computer Vision (ECCV)}, year = {2010}, month = {Sept.}, address = {Heraklion, Crete}, URL = {http://vision.ucsd.edu/~kai/grocr/}, author = {Kai Wang and Serge Belongie} }

@inproceedings { 372, title = {Visual Recognition with Humans in the Loop}, booktitle = {European Conference on Computer Vision (ECCV)}, year = {2010}, month = {Sept.}, address = {Heraklion, Crete}, URL = {http://www.vision.caltech.edu/visipedia}, author = {Steve Branson and Catherine Wah and Boris Babenko and Florian Schroff and Peter Welinder and Pietro Perona and Serge Belongie} }

@inproceedings { 366, title = {Removing pedestrians from Google Street View images}, booktitle = {IEEE International Workshop on Mobile Vision}, year = {2010}, month = {June}, address = {San Francisco, CA}, author = {Arturo Flores and Serge Belongie} }

@inproceedings { 368, title = {Toward real-time grocery detection for the visually impaired}, booktitle = {Computer Vision Applications for the Visually Impaired (CVAVI)}, year = {2010}, month = {June}, address = {San Francisco, CA}, author = {Tess Winlock and Eric Christiansen and Serge Belongie} }

@inproceedings { 370, title = {OpenScan: A Fully Transparent Optical Scan Voting System}, booktitle = {Electronic Voting Technology Workshop/ Workshop on Trustworthy Elections (EVT/WOTE). USENIX/ACCURATE/IAVoSS}, year = {2010}, month = {August}, address = {Washington, DC}, author = {Kai Wang and Eric Rescorla and Hovav Shacham and Serge Belongie} }

@inproceedings { 364, title = {Multi-Class Object Localization by Combining Local Contextual Interactions}, booktitle = {IEEE Conference in Computer Vision and Pattern Recognition (CVPR)}, year = {2010}, author = {Carolina Galleguillos and Brian McFee and Serge Belongie and Gert R. G. Lanckriet} }

@article { 369, title = {Context Based Object Categorization: A Critical Survey}, journal = {Computer Vision and Image Understanding (CVIU)}, volume = {114}, year = {2010}, pages = { 712-722}, author = {Carolina Galleguillos and Serge Belongie} }

@inproceedings { 379, title = {The Fastest Pedestrian Detector In The West}, booktitle = {British Machine Vision Conference (BMVC)}, year = {2010}, address = {Aberystwyth, UK}, author = {Piotr Doll{\'a}r and Serge Belongie and Pietro Perona} }

@inproceedings { 396, title = {EdgeSonic: Sonification of Image Features for the Visually Impaired}, booktitle = {Workshop on Interactive Systems and Software}, year = {2010}, address = {Japan}, author = {Tsubasa Yoshida and Kris Kitani and Serge Belongie and Kevin Schlei} }

@inproceedings { 398, title = {The Multidimensional Wisdom of Crowds}, booktitle = {Neural Information Processing Systems Conference (NIPS)}, year = {2010}, URL = {http://vision.ucsd.edu/project/visipedia}, author = {Peter Welinder and Steve Branson and Serge Belongie and Pietro Perona} }

@inproceedings { 157, title = {Visual Tracking with Online Multiple Instance Learning}, booktitle = {IEEE Conference on Computer Vision and Pattern Recognition (CVPR)}, year = {2009}, address = {Miami, FL}, author = {Boris Babenko and Ming-Hsuan Yang and Serge Belongie} }

@inproceedings { 158, title = {Linear Embeddings in Non-Rigid Structure From Motion}, booktitle = {IEEE Conference on Computer Vision and Pattern Recognition (CVPR)}, year = {2009}, address = {Miami, FL}, author = {Vincent Rabaud and Serge Belongie} }

@article { 191, title = {Toward a Perceptual Space for Gloss}, journal = {ACM Transactions on Graphics}, volume = {28}, number = {4}, year = {2009}, pages = {1-15}, author = {Josh Wills and Sameer Agarwal and David Kriegman and Serge Belongie} }

@inproceedings { 202, title = {Scenes vs. Objects: a Comparative Study of Two Approaches to Context Based Recognition}, booktitle = { International Workshop on Visual Scene Understanding (ViSU)}, year = {2009}, address = {Miami, FL}, author = {Andrew Rabinovich and Serge Belongie} }

@inproceedings { 229, title = {CAPTCHA-based Image Labeling on the Soylent Grid}, booktitle = {Human Computation Workshop (HCOMP)}, year = {2009}, address = {Paris, France}, URL = {http://www.hcomp2009.org}, author = {Peter Faymonville and Kai Wang and John Miller and Serge Belongie} }

@inproceedings { 234, title = {Integral Channel Features}, booktitle = {British Machine Vision Conference (BMVC)}, year = {2009}, address = {London, England}, author = {Piotr Doll{\'a}r and Zhuowen Tu and Pietro Perona and Serge Belongie} }

@inproceedings { 240, title = {A Family of Online Boosting Algorithms}, booktitle = {Online Learning for Computer Vision (OLCV)}, year = {2009}, address = {Kyoto}, author = {Boris Babenko and Ming-Hsuan Yang and Serge Belongie} }

@inproceedings { 233, title = {Similarity Metrics for Categorization: from Monolithic to Category Specific }, booktitle = {International Conference on Computer Vision (ICCV)}, year = {2009}, address = {Kyoto, Japan}, author = {Boris Babenko and Steve Branson and Serge Belongie} }

@inproceedings { 241, title = {BUBL: An Effective Region Labeling Tool Using a Hexagonal Lattice}, booktitle = {Workshop on Emergent Issues in Large Amounts of Visual Data }, year = {2009}, address = {Kyoto, Japan}, author = {Carolina Galleguillos and Peter Faymonville and Serge Belongie} }

@inproceedings { 242, title = {SD-VBS: The San Diego Vision Benchmark Suite}, booktitle = {IEEE International Symposium on Workload Characterization (IISWC)}, year = {2009}, address = {Austin, TX}, URL = {http://parallel.ucsd.edu/vision}, author = {Sravanthi Kota Venkata and Ikkjin Ahn and Donghwan Jeon and Anshuman Gupta and Christopher Louie and Saturnino Garcia and Serge Belongie and Michael Bedford Taylor} }

@article { 243, title = {Multiple Instance Learning with Query Bags}, year = {2009}, author = {Boris Babenko and Piotr Doll{\'a}r and Serge Belongie} }

@inproceedings { 245, title = {Fingerprint Recognition System Performance in the Maritime Environment}, booktitle = {Workshop on Applications of Computer Vision (WACV)}, year = {2009}, address = {Snowbird, UT}, author = {Hourieh Fakourfar and Serge Belongie} }

@article { 246, title = {Globally Optimal Algorithms for Stratified Autocalibration}, journal = {International Journal of Computer Vision (IJCV)}, number = {to appear}, year = {2009}, author = {Manmohan Chandraker and Sameer Agarwal and David Kriegman and Serge Belongie} }

@article { 230, title = {Automatic coregistration of volumetric images based on implanted fiducial markers}, journal = {Medical Physics}, volume = {35}, number = {10}, year = {2008}, month = {October}, pages = {4513-23}, URL = {http://www.ncbi.nlm.nih.gov/pubmed/18975698}, author = {Martin Koch and Jonathan Maltz and Serge Belongie and Bijumon Gangadharan and Supratik Bose and Ali Bani-Hashemi} }

@techreport { 169, title = {Context Based Object Categorization: A Critical Survey}, number = {CS2008-092}, year = {2008}, month = {08/2008}, keywords = {Object Recognition, Context, Categorization}, author = {Carolina Galleguillos and Serge Belongie} }

@inproceedings { 19, title = {Multiple Component Learning for Object Detection}, booktitle = {European Conference on Computer Vision (ECCV)}, year = {2008}, author = {Piotr Doll{\'a}r and Boris Babenko and Pietro Perona and Serge Belongie and Zhuowen Tu} }

@inproceedings { 20, title = {Re-Thinking Non-Rigid Structure From Motion}, booktitle = {IEEE Conference on Computer Vision and Pattern Recognition (CVPR)}, year = {2008}, author = {Vincent Rabaud and Serge Belongie} }

@inproceedings { Array, title = {Simultaneous Learning and Alignment: Multi-Instance and Multi-Pose Learning}, booktitle = {RealFaces}, year = {2008}, address = {Marseille, France}, author = {Boris Babenko and Piotr Doll{\'a}r and Zhuowen Tu and Serge Belongie} }

@inproceedings { Array, title = {Weakly Supervised Object Recognition and Localization with Stable Segmentations}, booktitle = {European Conference on Computer Vision (ECCV)}, year = {2008}, address = {Marseille, France}, author = {Carolina Galleguillos and Boris Babenko and Andrew Rabinovich and Serge Belongie} }

@inproceedings { Array, title = {Object Categorization using Co-Occurrence, Location and Appearance}, booktitle = {IEEE Conference on Computer Vision and Pattern Recognition (CVPR)}, year = {2008}, address = {Anchorage, AK}, author = {Carolina Galleguillos and Andrew Rabinovich and Serge Belongie} }

@inproceedings { Array, title = {Automatic Co-registration of Volumetric Datasets Based on Prostate Seed Fiducial Markers}, booktitle = {ISBI}, year = {2008}, address = {Paris, France}, author = {Martin Koch and Jonathan Maltz and Bijumon Gangadharan and Supratik Bose and Himanshu Shukla and Ali Bani-Hashemi and Serge Belongie} }

@article { Array, title = {Practical Global Optimization for Multiview Geometry}, journal = {IJCV}, volume = {79}, number = {3}, year = {2008}, pages = {271-284}, author = {Fredrik Kahl and Sameer Agarwal and Manmohan Chandraker and David Kriegman and Serge Belongie} }

@inproceedings { DollarICML07mani, title = {Non-Isometric Manifold Learning: Analysis and an Algorithm}, booktitle = {International Conference On Machine Learning (ICML)}, year = {2007}, month = {June}, author = {Piotr Doll{\'a}r and Vincent Rabaud and Serge Belongie} }

@techreport { DollarTR07manifo, title = {Learning to Traverse Image Manifolds}, number = {CS2007-087}, year = {2007}, month = {2007}, institution = {UCSD CSE}, author = {Piotr Doll{\'a}r and Vincent Rabaud and Serge Belongie} }

@inproceedings { Array, title = {Soylent Grid: it{\textquoteright}s Made of People!}, booktitle = {Workshop on Interactive Computer Vision (ICV)}, year = {2007}, address = {Rio de Janeiro}, author = {Stephan Steinbach and Vincent Rabaud and Serge Belongie} }

@inproceedings { dollarCVPR07, title = {Feature Mining For Image Classification}, booktitle = {CVPR}, year = {2007}, month = {2007}, author = {Piotr Doll{\'a}r and Zhouwen Tu and Hai Tao and Serge Belongie} }

@inproceedings { Array, title = {Objects in Context}, booktitle = {ICCV}, year = {2007}, address = {Rio de Janeiro}, author = {Andrew Rabinovich and Andrea Vedaldi and Carolina Galleguillos and Eric Wiewiora and Serge Belongie} }

@techreport { Array, title = {Does Image Segmentation Improve Object Categorization?}, number = {CS2007-090}, year = {2007}, author = {Andrew Rabinovich and Andrea Vedaldi and Serge Belongie} }

@inproceedings { Array, title = {Task Specific Local Region Matching}, booktitle = {ICCV}, year = {2007}, address = {Rio de Janeiro}, author = {Boris Babenko and Piotr Doll{\'a}r and Serge Belongie} }

@inproceedings { Array, title = {Recognizing Groceries in situ Using in vitro Training Data}, booktitle = {SLAM}, year = {2007}, address = {Minneapolis, MN}, author = {Michele Merler and Carolina Galleguillos and Serge Belongie} }

@inproceedings { Array, title = {Generalized Non-metric Multidimensional Scaling}, booktitle = {AISTATS}, year = {2007}, address = {San Juan, Puerto Rico}, author = {Sameer Agarwal and Josh Wills and Lawrence Cayton and Gert Lanckriet and David Kriegman and Serge Belongie} }

@inproceedings { chandrakericcv07, title = {Globally Optimal Affine and Metric Upgrades in Stratified Autocalibration}, booktitle = {ICCV}, year = {2007}, author = {Manmohan Chandraker and Sameer Agarwal and David Kriegman and Serge Belongie} }

@article { Array, title = {A Feature-based Approach for Dense Segmentation and Estimation of Large Disparity Motion}, journal = {International Journal of Computer Vision (IJCV)}, volume = {68}, number = {2}, year = {2006}, month = {June}, pages = {125-143}, author = {Josh Wills and Sameer Agarwal and Serge Belongie} }

@inproceedings { DollarNIPS06man, title = {Learning to Traverse Image Manifolds}, booktitle = {Neural Information Processing Systems Conference (NIPS)}, year = {2006}, month = {Dec.}, author = {Piotr Doll{\'a}r and Vincent Rabaud and Serge Belongie} }

@article { Array, title = {Automated Scanning and Display of Tissue Microarrays}, journal = {IEEE Transactions on Information Technology in Biomedicine}, volume = {10}, number = {12}, year = {2006}, month = {April}, pages = {209-219}, author = {Andrew Rabinovich and Stanislaw Krajewski and Maryla Krajewska and Ahmed Shabaik and Stephen M. Hewitt and Serge Belongie and John C. Reed and Jeffrey H. Price} }

@inproceedings { Array, title = {Higher-Order Learning with Graphs}, booktitle = {International Conference On Machine Learning (ICML)}, year = {2006}, address = {Pittsburgh, PA}, author = {Sameer Agarwal and Kristin Branson and Serge Belongie} }

@inproceedings { Array, title = {Active Learning in Face Recognition: Using Tracking to Build a Face Model}, booktitle = {V4HCI}, year = {2006}, address = {New York City}, author = {Robin Hewitt and Serge Belongie} }

@inproceedings { Array, title = {Improving Web-based Image Search via Content Based Clustering}, booktitle = {SLAM}, year = {2006}, address = {New York City}, author = {Nadav Ben-Haim and Boris Babenko and Serge Belongie} }

@inproceedings { Array, title = {Counting Crowded Moving Objects}, booktitle = {IEEE Conference on Computer Vision and Pattern Recognition (CVPR)}, year = {2006}, address = {New York City}, author = {Vincent Rabaud and Serge Belongie} }

@inproceedings { Array, title = {Supervised Learning of Edges and Object Boundaries}, booktitle = {CVPR}, year = {2006}, address = {New York City}, author = {Piotr Doll{\'a}r and Zhuowen Tu and Serge Belongie} }

@inproceedings { Array, title = {Model Order Selection and Cue Combination for Image Segmentation}, booktitle = {IEEE Conference on Computer Vision and Pattern Recognition (CVPR)}, year = {2006}, address = {New York City}, author = {Andrew Rabinovich and Tilman Lange and Joachim Buhmann and Serge Belongie} }

@inproceedings { Array, title = {Structure and View Estimation for Tomographic Reconstruction: A Bayesian Approach}, booktitle = {IEEE Conference on Computer Vision and Pattern Recognition (CVPR)}, year = {2006}, address = {New York City}, author = {Satya Mallick and Sameer Agarwal and David Kriegman and Serge Belongie and Bridget Carragher and Clint Potter} }

@inproceedings { Array, title = {Covariance Propagation for Guided Matching}, booktitle = {SMVP}, year = {2006}, address = {Graz, Austria}, author = {Ben Ochoa and Serge Belongie} }

@inproceedings { Array, title = {Practical Global Optimization for Multiview Geometry }, booktitle = {European Conference on Computer Vision (ECCV)}, volume = {1}, year = {2006}, pages = {592-605}, address = {Graz, Austria}, author = {Sameer Agarwal and Manmohan Chandraker and Fredrik Kahl and David Kriegman and Serge Belongie} }

@article { Array, title = {Efficient Shape Matching Using Shape Contexts}, journal = {IEEE Transactions on Pattern Analysis and Machine Intelligence}, volume = {27}, number = {11}, year = {2005}, month = {November}, pages = {1832-1837}, author = {Greg Mori and Serge Belongie and Jitendra Malik} }

@inproceedings { BransonB05, title = {Tracking Multiple Mouse Contours (Without Too Many Samples)}, booktitle = {IEEE Conference on Computer Vision and Pattern Recognition (CVPR)}, year = {2005}, note = {in review}, month = {June}, address = {San Diego, CA}, author = {Kristin Branson and Serge Belongie} }

@inproceedings { Array, title = {Spatio-temporal texture synthesis and image inpainting for video applications}, booktitle = {ICIP}, volume = {2}, year = {2005}, pages = {85-88}, address = {Genova, Italy}, author = {Sanjeev Kumar and Mainak Biswas and Serge Belongie and Truong Nguyen} }

@inproceedings { Array, title = {Monitoring Animal Behavior in the Smart Vivarium}, booktitle = {Measuring Behavior}, year = {2005}, pages = {70-72}, address = {Wageningen, NL}, author = {Serge Belongie and Kristin Branson and Piotr Doll{\'a}r and Vincent Rabaud} }

@inbook { Array, title = {Matching with Shape Contexts}, booktitle = {Analysis and Statistics of Shapes}, year = {2005}, publisher = {Birkh{\"a}user}, author = {Serge Belongie and Greg Mori and Jitendra Malik} }

@inproceedings { Array, title = {Periodic Motion Detection and Segmentation via Approximate Sequence Alignment}, booktitle = {ICCV}, volume = {1}, year = {2005}, pages = {816-823}, address = {Beijing, China}, author = {Ivan Laptev and Serge Belongie and Patrick P{\'e}rez and Josh Wills} }

@techreport { Array, title = {Recognizing Cars}, number = {CS2005-083}, year = {2005}, author = {Louka Dlagnekov and Serge Belongie} }

@article { Array, title = {Computer Vision: Fact and Fiction}, year = {2005}, publisher = {UCSD/Calit2}, type = {Instructional Video}, URL = {http://vision.ucsd.edu/cvd}, author = {Mar{\'\i}lia Maschion and Vincent Rabaud and Serge Belongie} }

@inproceedings { Array, title = {Behavior Recognition via Sparse Spatio-Temporal Features}, booktitle = {IEEE International Workshop on Performance Evaluation of Tracking and Surveillance (PETS)}, year = {2005}, address = {Beijing, China}, author = {Piotr Doll{\'a}r and Vincent Rabaud and Garrison Cottrell and Serge Belongie} }

@inproceedings { Array, title = {Big Little Icons}, booktitle = {Computer Vision Applications for the Visually Impaired (CVAVI)}, year = {2005}, address = {San Diego, CA}, author = {Vincent Rabaud and Serge Belongie} }

@inproceedings { Array, title = {Beyond Pairwise Clustering}, booktitle = {CVPR}, volume = {2}, year = {2005}, pages = {838-845}, address = {San Diego, CA}, author = {Sameer Agarwal and Jongwoo Lim and Lihi Zelnik-Manor and Pietro Perona and David Kriegman and Serge Belongie} }

@article { Array, title = {Normalized Cuts in 3D for Spinal MRI Segmentation}, journal = {IEEE Transactions on Medical Imaging}, volume = {23}, number = {1}, year = {2004}, month = {January}, pages = {36-44}, author = {Julio Carballido Gamio and Serge Belongie and Sharmila Majumdar} }

@article { FowlkesBCM04, title = {Spectral Grouping Using the Nystr{\"o}m Method}, journal = {IEEE Transactions on Pattern Analysis and Machine Intelligence}, volume = {26}, number = {2}, year = {2004}, month = {Feburary}, pages = {214-225}, author = {Charless Fowlkes and Serge Belongie and Fan Chung and Jitendra Malik} }

@inproceedings { BelongieW04, title = {Structure from Periodic Motion}, booktitle = {Workshop on Spatial Coherence for Visual Motion Analysis (SCVMA)}, year = {2004}, publisher = {Springer Verlag}, organization = {Springer Verlag}, address = {Prague, Czech Republic}, author = {Serge Belongie and Josh Wills} }

@inproceedings { WillsB04, title = {A Feature-based Approach for Determining Dense Long Range Correspondences}, booktitle = {European Conference on Computer Vision (ECCV)}, year = {2004}, publisher = {Springer Verlag}, organization = {Springer Verlag}, address = {Prague, Czech Republic}, author = {Josh Wills and Serge Belongie} }

@inproceedings { AgarwalMKB04, title = {On Refractive Optical Flow}, booktitle = {ECCV}, year = {2004}, publisher = {Springer Verlag}, organization = {Springer Verlag}, address = {Prague, Czech Republic}, author = {Sameer Agarwal and Satya Mallick and David Kriegman and Serge Belongie} }

@inproceedings { BransonRB03, title = {Three Brown Mice: See How They Run}, booktitle = {IEEE International Workshop on Performance Evaluation of Tracking and Surveillance (PETS)}, year = {2003}, month = {October}, address = {Nice, France}, author = {Kristin Branson and Vincent Rabaud and Serge Belongie} }

@inproceedings { WillsAB03, title = {What Went Where}, booktitle = {IEEE Conference on Computer Vision and Pattern Recognition (CVPR)}, volume = {1}, year = {2003}, pages = {37-44}, address = {Madison, WI}, author = {Josh Wills and Sameer Agarwal and Serge Belongie} }

@techreport { AgarwalB03, title = {Segmentation by Example}, number = {CS2003-076}, year = {2003}, institution = {UCSD}, author = {Sameer Agarwal and Serge Belongie} }

@inproceedings { AgarwalRBJ03, title = {Structured Importance Sampling of Environment Maps}, booktitle = {SIGGRAPH}, year = {2003}, address = {San Diego, CA}, author = {Sameer Agarwal and Ravi Ramamoorthi and Serge Belongie and Henrik Wann Jensen} }

@inproceedings { RabinovichALPB03, title = {Unsupervised Spectral Decomposition of Histologically Stained Tissue Samples}, booktitle = {NIPS}, year = {2003}, address = {Vancouver, BC}, author = {Rabinovich, A. and Agarwal, S. and Laris, C. and Price, J. and Serge Belongie} }

@article { CarsonBGM02, title = {Blobworld: Color- and Texture-Based Image Segmentation Using EM and Its Application to Image Querying and Classification}, journal = {IEEE Transactions on Pattern Analysis and Machine Intelligence (PAMI)}, volume = {24}, number = {8}, year = {2002}, month = {August}, pages = {1026-1038}, author = {Chad Carson and Serge Belongie and Hayit Greenspan and Jitendra Malik} }

@article { BelongieMP02, title = {Shape Matching and Object Recognition Using Shape Contexts}, journal = {IEEE Transactions on Pattern Analysis and Machine Intelligence}, volume = {24}, number = {4}, year = {2002}, month = {April}, pages = {509-522}, author = {Serge Belongie and Jitendra Malik and Jan Puzicha} }

@inproceedings { BelongieFCM02, title = {Spectral Partitioning with Indefinite Kernels using the Nystr{\"o}m Extension}, booktitle = {ECCV}, year = {2002}, publisher = {Springer Verlag}, organization = {Springer Verlag}, address = {Copenhagen, Denmark}, author = {Serge Belongie and C. Fowlkes and F. R. K. Chung and J. Malik} }

@inproceedings { AgarwalB02, title = {On the Non-Optimality of Four Color Coding of Image Partitions}, booktitle = {ICIP}, volume = {2}, year = {2002}, pages = {677-680}, author = {Sameer Agarwal and Serge Belongie} }

@inproceedings { DonatoB02, title = {Approximate Thin Plate Spline Mappings}, booktitle = {ECCV}, volume = {2}, year = {2002}, pages = {531-542}, publisher = {Springer Verlag}, organization = {Springer Verlag}, address = {Copenhagen, Denmark}, author = {Gianluca Donato and Serge Belongie} }

@inproceedings { Array, title = {Normalized Cuts for Spinal MRI Segmentation}, booktitle = {CARS}, year = {2002}, address = {Paris, France}, author = {Julio Carballido Gamio and Serge Belongie and Sharmila Majumdar} }

@inbook { Array, title = {Extracting Global Structure from Gene Expression Profiles}, booktitle = {Methods of Microarray Data Analysis II}, year = {2002}, publisher = {Kluwer Academic}, author = {Charless Fowlkes and Qun Shan and Serge Belongie and Jitendra Malik} }

@article { MalikBLS01, title = {Contour and Texture Analysis for Image Segmentation}, journal = {IJCV}, volume = {43}, number = {1}, year = {2001}, month = {June}, pages = {7-27}, author = {Jitendra Malik and Serge Belongie and Thomas Leung and Jianbo Shi} }

@inproceedings { BelongieMP01a, title = {Matching Shapes}, booktitle = {ICCV}, volume = {1}, year = {2001}, month = {July}, pages = {454-461}, author = {Serge Belongie and Jitendra Malik and Jan Puzicha} }

@inproceedings { FowlkesBM01, title = {Efficient Spatiotemporal Grouping Using the Nystr{\"o}m Method}, booktitle = {CVPR}, year = {2001}, month = {December}, author = {Charless Fowlkes and Serge Belongie and Jitendra Malik} }

@inproceedings { MoriBM01, title = {Shape Contexts Enable Efficient Retrieval of Similar Shapes}, booktitle = {CVPR}, year = {2001}, month = {December}, author = {Greg Mori and Serge Belongie and Jitendra Malik} }

@inproceedings { BelongieMP00, title = {Shape Context: A new descriptor for shape matching and object recognition}, booktitle = {Neural Information Processing Systems Conference (NIPS)}, year = {2000}, month = {December}, pages = {831-837}, author = {Serge Belongie and Jitendra Malik and Jan Puzicha} }

@inproceedings { BelongieM00, title = {Matching with Shape Contexts}, booktitle = {Content-based Access of Image and Video Libraries (CBAIVL)}, year = {2000}, month = {2000}, pages = {20-26}, address = {Hilton Head, SC}, author = {Serge Belongie and J. Malik} }

@inproceedings { PuzichaB00, title = {Model-based Halftoning for Color Image Segmentation}, booktitle = {International Conference on Pattern Recognition (ICPR)}, volume = {3}, year = {2000}, pages = {629-632}, address = {Barcelona, Spain}, author = {Jan Puzicha and Serge Belongie} }

@inbook { Array, title = {Contour and Texture Analysis for Image Segmentation}, booktitle = {Perceptual Organization for Artificial Vision Systems}, year = {2000}, publisher = {Kluwer Academic}, author = {Jitendra Malik and Serge Belongie and Thomas Leung and Jianbo Shi} }

@inproceedings { MalikBSL99, title = {Textons, Contours and Regions: Cue Integration in Image Segmentation}, booktitle = {IEEE International Conference on Computer Vision (ICCV)}, year = {1999}, pages = {918-925}, author = {J. Malik and Serge Belongie and Shi, J. and Leung, T.} }

@inproceedings { CarsonTBHM99, title = {Blobworld: A system for region-based image indexing and retrieval}, booktitle = {VISUAL}, year = {1999}, pages = {509{\textendash}516}, address = {Amsterdam}, author = {Chad Carson and Megan Thomas and Serge Belongie and Joseph M. Hellerstein and Jitendra Malik} }

@inbook { PuriC00, title = {Image retrieval in digital libraries}, booktitle = {Multimedia: Standards, Systems and Networks}, year = {1999}, publisher = {Marcel Dekker}, author = {B.S. Manjunath and Y. Deng and D.A. Forsyth and C. Carson and S. Ioffe and Serge Belongie and J. Malik and W.- Y. Ma and A. Puri and T. Chen} }

@inproceedings { Array, title = {Grouping in the Normalized Cut Framework}, booktitle = {Shape, Contour and Grouping in Computer Vision}, volume = {LNCS 1681}, year = {1999}, pages = {155-164}, publisher = {Springer Verlag}, organization = {Springer Verlag}, author = {Jitendra Malik and Jianbo Shi and Serge Belongie and Thomas Leung} }

@inproceedings { BelongieMalik98, title = {Finding Boundaries in Natural Images: A New Method Using Point Descriptors and Area Completion}, booktitle = {European Conference on Computer Vision (ECCV)}, year = {1998}, month = {June}, address = {Freiburg, Germany}, author = {Serge Belongie and Jitendra Malik} }

@inproceedings { BelongieCGM98, title = {Color- and Texture-Based Image Segmentation Using EM and Its Application to Content-Based Image Retrieval}, booktitle = {IEEE International Conference on Computer Vision (ICCV)}, year = {1998}, pages = {675{\textendash}682}, author = {Serge Belongie and Chad Carson and Hayit Greenspan and Jitendra Malik} }

@inproceedings { Array, title = {Image and Video Segmentation: The Normalized Cut Framework}, booktitle = {International Conference on Image Processing (ICIP)}, volume = {1}, year = {1998}, pages = {943-947}, address = {Chicago, IL}, author = {Jianbo Shi and Serge Belongie and Thomas Leung and Jitendra Malik} }

@inproceedings { CarsonBGM97, title = {Region-Based Image Querying}, booktitle = {Content-based Access of Image and Video Libraries (CBAIVL)}, year = {1997}, pages = {42-49}, address = {Puerto Rico}, author = {Chad Carson and Serge Belongie and Hayit Greenspan and Jitendra Malik} }

@techreport { Array, title = {Recognition of Images in Large Databases Using a Learning Framework}, number = {97-939}, year = {1997}, author = {Serge Belongie and Chad Carson and Hayit Greenspan and Jitendra Malik} }

@inproceedings { Array, title = {Finding Objects in Image Databases by Grouping}, booktitle = {International Conference on Image Processing (ICIP)}, volume = {2}, year = {1996}, pages = {761-764}, author = {Jitendra Malik and David Forsyth and Margaret Fleck and Hayit Greenspan and Thomas Leung and Chad Carson and Serge Belongie and Chris Bregler} }

@inproceedings { Array, title = {Finding Pictures of Objects in Large Collections of Images}, booktitle = {ECCV {\textquoteright}96 International Workshop on Object Recognition for Computer Vision}, year = {1996}, pages = {335-360}, address = {Cambridge, England}, author = {David Forsyth and Jitendra Malik and Margaret Fleck and Hayit Greenspan and Thomas Leung and Serge Belongie and Chad Carson and Chris Bregler} }

@techreport { Array, title = {Grouping of Color and Texture Features for Automated Image Annotation}, year = {1996}, institution = {U.C. Berkeley}, author = {Serge Belongie and Robert Blasi and Kevin Murphy} }

@inproceedings { GreenspanBPGRA94, title = {Overcomplete Steerable Pyramid Filters and Rotation Invariance}, booktitle = {IEEE Conference on Computer Vision and Pattern Recognition (CVPR)}, year = {1994}, pages = {222-228}, author = {Hayit Greenspan and Serge Belongie and Pietro Perona and Rodney Goodman and Subrata Rakshit and Charles Anderson} }

@inproceedings { GreenspanBPG94, title = {Rotation Invariant Texture Recognition Using a Steerable Pyramid}, booktitle = {International Conference on Pattern Recognition (ICPR)}, volume = {2}, year = {1994}, pages = {162-167}, author = {Hayit Greenspan and Serge Belongie and Pietro Perona and Rodney Goodman} }