Serge Belongie

Serge Belongie

Professor
Department of Computer Science
Cornell University and Cornell Tech

See my faculty website for more information.

Publications

2016

Context Matters: Refining Object Detection in Video with Recurrent Neural Networks

Tripathi, Subarna; Lipton, Zachary; Belongie, Serge; Nguyen, Truong

Context Matters: Refining Object Detection in Video with Recurrent Neural Networks

To appear in the British Machine Vision Conference (BMVC), 2016.

(Links | BibTeX)

Learning to Match Aerial Images with Deep Attentive Architectures

Altwaijry, Hani; Trulls, Eduard; Hays, James; Fua, Pascal; Belongie, Serge

Learning to Match Aerial Images with Deep Attentive Architectures

Computer Vision and Pattern Recognition (CVPR), Las Vegas, NV, 2016.

(Links | BibTeX)

Fine-grained Categorization and Dataset Bootstrapping using Deep Metric Learning with Humans in the Loop

Cui, Yin; Zhou, Feng; Lin, Yuanqing; Belongie, Serge

Fine-grained Categorization and Dataset Bootstrapping using Deep Metric Learning with Humans in the Loop

Computer Vision and Pattern Recognition (CVPR), Las Vegas, NV, 2016.

(Links | BibTeX)

Bayesian representation learning with oracle constraints

Karaletsos, Theofanis; Belongie, Serge; Rätsch, Gunnar

Bayesian representation learning with oracle constraints

International Conference on Learning Representations (ICLR), San Juan, PR, 2016.

(Links | BibTeX)

Detecting Temporally Consistent Objects in Videos through Object Class Label Propagation

Tripathi, Subarna; Belongie, Serge; Hwang, Youngbae; Nguyen, Truong

Detecting Temporally Consistent Objects in Videos through Object Class Label Propagation

Winter Conference on Applications of Computer Vision (WACV), 2016.

(Links | BibTeX)

Can we still avoid automatic face detection?

Wilber, Michael; Shmatikov, Vitaly; Belongie, Serge

Can we still avoid automatic face detection?

Winter Conference on Applications of Computer Vision (WACV), 2016.

(Links | BibTeX)

COCO-Text: Dataset and Benchmark for Text Detection and Recognition in Natural Images

Veit, Andreas; Matera, Tomas; Neumann, Lukas; Matas, Jiri; Belongie, Serge

COCO-Text: Dataset and Benchmark for Text Detection and Recognition in Natural Images

arXiv preprint arXiv:1601.07140, 2016.

(Links | BibTeX)

2015

Learning Visual Clothing Style with Heterogeneous Dyadic Co-occurrences

Veit*, Andreas; Kovacs*, Balazs; Bell, Sean; McAuley, Julian; Bala, Kavita; Belongie, Serge

Learning Visual Clothing Style with Heterogeneous Dyadic Co-occurrences

International Conference on Computer Vision (ICCV), Santiago, Chile, 2015, (*The first two authors contributed equally).

(Abstract | Links | BibTeX)

Learning Concept Embeddings with Combined Human-Machine Expertise

Wilber, Michael; Kwak, Iljung; Kriegman, David; Belongie, Serge

Learning Concept Embeddings with Combined Human-Machine Expertise

International Conference on Computer Vision (ICCV), 2015.

(Links | BibTeX)

Belongie, Serge; Perona, Pietro

Visipedia circa 2015

Pattern Recognition Letters, 2015.

(Links | BibTeX)

Tropel: Crowdsourcing Detectors with Minimal Training

Patterson, Genevieve; Horn, Grant Van; Belongie, Serge; Perona, Pietro; Hays, James

Tropel: Crowdsourcing Detectors with Minimal Training

Human Computation (HCOMP), San Diego, CA, 2015.

(Links | BibTeX)

On Optimizing Human-Machine Task Assignments

Veit, Andreas; Wilber, Michael; Vaish, Rajan; Belongie, Serge; Davis, James; others,

On Optimizing Human-Machine Task Assignments

AAAI Conference on Human Computation and Crowdsourcing (HCOMP), San Diego, CA, 2015, (Work in Progress).

(Abstract | Links | BibTeX)

Semantic Video Segmentation : Exploring Inference Efficiency

Tripathi, Subarna; Belongie, Serge; Hwang, Youngbae; Nguyen, Truong

Semantic Video Segmentation : Exploring Inference Efficiency

ISOCC 2015, 2015.

(Links | BibTeX)

PlateClick: Bootstrapping Food Preferences Through an Adaptive Visual Interface

Yang, Longqi; Cui, Yin; Zhang, Fan; Pollak, John; Belongie, Serge; Estrin, Deborah

PlateClick: Bootstrapping Food Preferences Through an Adaptive Visual Interface

International Conference on Information and Knowledge Management (CIKM) , Melbourne, 2015.

(Links | BibTeX)

Levine, Brian; Feinstein, Jeremy; Neri, Queenie; Goldschlag, Dan; Rosenwaks, Zev; Belongie, Serge; Palermo, Gianpiero

Three-dimensional sperm surface reconstruction: a novel approach to assessing sperm morphology

Fertility and Sterility, in press 2015.

(Links | BibTeX)

Learning Deep Representations for Ground-to-Aerial Geolocalization

Lin, Tsung-Yi; Cui, Yin; Belongie, Serge; Hays, James

Learning Deep Representations for Ground-to-Aerial Geolocalization

Computer Vision and Pattern Recognition (CVPR), Boston, MA, 2015.

(Links | BibTeX)

Building a Bird Recognition App and Large Scale Dataset With Citizen Scientists: The Fine Print in Fine-Grained Dataset Collection

Van Horn, Grant; Branson, Steve; Farrell, Ryan; Haber, Scott; Barry, Jessie; Ipeirotis, Panos; Perona, Pietro; Belongie, Serge

Building a Bird Recognition App and Large Scale Dataset With Citizen Scientists: The Fine Print in Fine-Grained Dataset Collection

Computer Vision and Pattern Recognition (CVPR), Boston, MA, 2015.

(Links | BibTeX)

Learning Localized Perceptual Similarity Metrics for Interactive Categorization

Wah, Catherine; Maji, Subhransu; Belongie, Serge

Learning Localized Perceptual Similarity Metrics for Interactive Categorization

IEEE Winter Conference on Applications of Computer Vision (WACV), Waikoloa Beach, HI, 2015.

(Links | BibTeX)

Discriminative Regions: A Substrate for Analyzing Life-logging Image Sequences

Moghimi, Mohammad; Kerr, Jacqueline; Johnson, Eileen; Godbole, Suneeta; Belongie, Serge

Discriminative Regions: A Substrate for Analyzing Life-logging Image Sequences

MultiMedia Modelling (MMM), Sydney, Australia, 2015.

(Links | BibTeX)

2014

Three-Dimensional Spermatozoa Surface Reconstruction

Feinstein, Jeremy; Levine, Brian; Belongie, Serge

Three-Dimensional Spermatozoa Surface Reconstruction

Cornell University, 2014, (MEng Project Report).

(Links | BibTeX)

Bird Species Categorization Using Pose Normalized Deep Convolutional Nets

Branson, Steve; Horn, Grant Van; Belongie, Serge; Perona, Pietro

Bird Species Categorization Using Pose Normalized Deep Convolutional Nets

British Machine Vision Conference (BMVC), Nottingham, 2014.

(Links | BibTeX)

Analyzing Sedentary Behavior in Life-logging Images

Moghimi, Mohammad; Wu, Wanmin; Chen, Jacqueline; Godbole, Suneeta; Marshall, Simon; Kerr, Jacqueline; Belongie, Serge

Analyzing Sedentary Behavior in Life-logging Images

IEEE International Conference on Image Processing (ICIP) 2014, IEEE 2014.

(Links | BibTeX)

Fast Feature Pyramids for Object Detection

Dollár, Piotr; Appel, Ron; Belongie, Serge; Perona, Pietro

Fast Feature Pyramids for Object Detection

IEEE Transactions on Pattern Analysis and Machine Intelligence, 2014.

(Links | BibTeX)

Recognizing Locations with Google Glass: A Case Study

Altwaijry, Hani; Moghimi, Mohammad; Belongie, Serge

Recognizing Locations with Google Glass: A Case Study

IEEE Winter Conference on Applications of Computer Vision (WACV), Steamboat Springs, Colorado, 2014.

(Links | BibTeX)

Video Text Detection and Recognition: Dataset and Benchmark

Nguyen, Phuc Xuan; Wang, Kai; Belongie, Serge

Video Text Detection and Recognition: Dataset and Benchmark

Winter Conference on Applications of Computer Vision (WACV), Steamboat Springs, CO, 2014.

(Links | BibTeX)

Lluncor, David; Belongie, Serge; Rullan, Peter; Morhenn, Vera

Regression and classification methods for nasolabial folds

Journal of Dermatology, 41 (1), pp. 92-7, 2014.

(Links | BibTeX)

Improving Streaming Video Segmentation with Early and Mid-Level Visual Processing

Tripathi, Subarna; Hwang, Youngbae; Belongie, Serge; Nguyen, Truong

Improving Streaming Video Segmentation with Early and Mid-Level Visual Processing

Winter Conference on Applications of Computer Vision (WACV), Steamboat Springs, CO, 2014.

(Links | BibTeX)

Barngrover, Christopher; Kastner, Ryan; Belongie, Serge

Semisynthetic Versus Real-World Sonar Training Data for the Classification of Mine-Like Objects

IEEE Journal of Oceanic Engineering, 2014.

(Links | BibTeX)

The Ignorant Led by the Blind: A Hybrid Human–Machine Vision System for Fine-Grained Categorization

Branson, Steve; Horn, Grant Van; Wah, Catherine; Perona, Pietro; Belongie, Serge

The Ignorant Led by the Blind: A Hybrid Human–Machine Vision System for Fine-Grained Categorization

International Journal of Computer Vision (IJCV), 2014.

(Links | BibTeX)

Similarity Comparisons for Interactive Fine-Grained Categorization

Wah, Catherine; Horn, Grant Van; Branson, Steve; Maji, Subhransu; Perona, Pietro; Belongie, Serge

Similarity Comparisons for Interactive Fine-Grained Categorization

Computer Vision and Pattern Recognition (CVPR), Columbus, OH, 2014.

(Links | BibTeX)

Adaptive Ranking of Facial Attractiveness

Cao, Chong; Kwak, Sam; Belongie, Serge; Kriegman, David; Ai, Haizhou

Adaptive Ranking of Facial Attractiveness

IEEE International Conference on Multimedia & Expo (ICME), Chengdu, 2014.

(Links | BibTeX)

Experiments on an RGB-D Wearable Vision System for Egocentric Activity Recognition

Moghimi, Mohammad; Azagra, Pablo; Montesano, Luis; Murillo, Ana; Belongie, Serge

Experiments on an RGB-D Wearable Vision System for Egocentric Activity Recognition

CVPR Workshop on Egocentric (First-person) Vision, Columbus, OH, 2014.

(Links | BibTeX)

Microsoft COCO: Common Objects in Context

Lin, Tsung-Yi; Maire, Michael; Belongie, Serge; Hays, James; Perona, Pietro; Ramanan, Deva; Dollár, Piotr; Zitnick, Lawrence

Microsoft COCO: Common Objects in Context

European Conference on Computer Vision (ECCV), Zürich, 2014.

(Links | BibTeX)

Cost-Effective HITs for Relative Similarity Comparisons

Wilber, Michael; Kwak, Sam; Belongie, Serge

Cost-Effective HITs for Relative Similarity Comparisons

Human Computation and Crowdsourcing (HCOMP), Pittsburgh, 2014.

(Links | BibTeX)

A User Friendly Crowdsourcing Task Manager

Matera, Tomas; Jakes, Jan; Cheng, Munan; Belongie, Serge

A User Friendly Crowdsourcing Task Manager

Workshop on Computer Vision and Human Computation, Columbus, OH, 2014.

(Links | BibTeX)

2013

Relative Ranking of Facial Attractiveness

Altwaijry, Hani; Belongie, Serge

Relative Ranking of Facial Attractiveness

Workshop on the Applications of Computer Vision (WACV), Clearwater Beach, Florida, 2013.

(Abstract | Links | BibTeX)

Efficient Large-Scale Structured Learning

Branson, Steve; Beijbom, Oscar; Belongie, Serge

Efficient Large-Scale Structured Learning

IEEE Conference on Computer Vision and Pattern Recognition (CVPR), Portland, OR, 2013.

(Links | BibTeX)

Cross-view Image Geolocalization

Lin, Tsung-Yi; Belongie, Serge; Hays, James

Cross-view Image Geolocalization

IEEE Conference on Computer Vision and Pattern Recognition (CVPR), Portland, OR, 2013.

(Links | BibTeX)

Wah, Catherine; Belongie, Serge

Attribute-Based Detection of Unfamiliar Classes with Humans in the Loop

IEEE Conference on Computer Vision and Pattern Recognition (CVPR), Portland, OR, 2013.

(Links | BibTeX)

Camera distance from face images

Flores, Arturo; Christiansen, Eric; Kriegman, David; Belongie, Serge

Camera distance from face images

International Symposium on Visual Computing (ISVC), Crete, 2013.

(Links | BibTeX)

Christiansen, Eric; Kwak, Iljung Sam; Belongie, Serge; Kriegman, David

Face box shape and verification

International Symposium on Visual Computing (ISVC), Crete, 2013.

(BibTeX)

From Bikers to Surfers: Visual Recognition of Urban Tribes

Kwak, Iljung Sam; Murillo, Ana; Belhumeur, Peter; Belongie, Serge; Kriegman, David

From Bikers to Surfers: Visual Recognition of Urban Tribes

British Machine Vision Conference (BMVC), Bristol, 2013.

(Links | BibTeX)

Match-time covariance for descriptors

Christiansen, Eric; Rabaud, Vincent; Ziegler, Andrew; Kriegman, David; Belongie, Serge

Match-time covariance for descriptors

British Machine Vision Conference (BMVC), Bristol, 2013.

(Links | BibTeX)

Ultra-wide Baseline Aerial Imagery Matching in Urban Environments

Altwaijry, Hani; Belongie, Serge

Ultra-wide Baseline Aerial Imagery Matching in Urban Environments

British Machine Vision Conference (BMVC), Bristol, 2013.

(Links | BibTeX)

Bootstrapping Fine-Grained Classifiers: Active Learning with a Crowd in the Loop

Patterson, Genevieve; Horn, Grant Van; Belongie, Serge; Perona, Pietro; Hays, James

Bootstrapping Fine-Grained Classifiers: Active Learning with a Crowd in the Loop

NIPS Workshop on Crowdsourcing: Theory, Algorithms and Applications, Lake Tahoe, 2013.

(Links | BibTeX)

2012

Non-Rigid Surface Detection for Gestural Interaction with Applicable Surfaces

Ziegler, Andrew; Belongie, Serge

Non-Rigid Surface Detection for Gestural Interaction with Applicable Surfaces

Applications of Computer Vision (WACV), Breckenridge, CO, 2012.

(Abstract | Links | BibTeX)

Urban Tribes: Analyzing Group Photos from a Social Perspective

Murillo, Ana; Kwak, Iljung Sam; Bourdev, Lubomir; Kriegman, David; Belongie, Serge

Urban Tribes: Analyzing Group Photos from a Social Perspective

CVPR Workshop on Socially Intelligent Surveillance and Monitoring (SISM), Providence, RI, 2012.

(Links | BibTeX)

Locally Uniform Comparison Image Descriptor

Ziegler, Andrew; Christiansen, Eric; Kriegman, David; Belongie, Serge

Locally Uniform Comparison Image Descriptor

Neural Information Processing Systems (NIPS), pp. 1-9, Lake Tahoe, NV, 2012.

(Links | BibTeX)

2011

Visual Tracking with Online Multiple Instance Learning

Babenko, Boris; Yang, Ming-Hsuan; Belongie, Serge

Visual Tracking with Online Multiple Instance Learning

IEEE Transactions on Pattern Analysis and Machine Intelligence (PAMI), 2011.

(Links | BibTeX)

From Region Similarity to Category Discovery

Galleguillos, Carolina; McFee, Brian; Belongie, Serge; Lanckriet, Gert

From Region Similarity to Category Discovery

IEEE Conference on Computer Vision and Pattern Recognition (CVPR), Colorado Springs, 2011.

(Links | BibTeX)

EdgeSonic: Image Feature Sonification for the Visually Impaired

Yoshida, Tsubasa; Kitani, Kris; Belongie, Serge; Schlei, Kevin; Koike, Hideki

EdgeSonic: Image Feature Sonification for the Visually Impaired

International Conference on the Augmented Human, Tokyo, 2011.

(Links | BibTeX)

Multiple Instance Learning with Manifold Bags

Babenko, Boris; Varma, Nakul; Dollar, Piotr; Belongie, Serge

Multiple Instance Learning with Manifold Bags

International Conference on Machine Learning (ICML), Bellevue, WA, 2011.

(Links | BibTeX)

Adaptively Learning the Crowd Kernel

Tamuz, Omer; Liu, Ce; Belongie, Serge; Shamir, Ohad; Kalai, Adam

Adaptively Learning the Crowd Kernel

International Conference on Machine Learning (ICML), Bellevue, WA, 2011.

(Links | BibTeX)

End-to-End Scene Text Recognition

Wang, Kai; Babenko, Boris; Belongie, Serge

End-to-End Scene Text Recognition

IEEE International Conference on Computer Vision (ICCV), Barcelona, Spain, 2011.

(Links | BibTeX)

Pose, Illumination and Expression Invariant Pairwise Face-Similarity Measure via Doppelgänger List Comparison

Schroff, Florian; Treibitz, Tali; Kriegman, David; Belongie, Serge

Pose, Illumination and Expression Invariant Pairwise Face-Similarity Measure via Doppelgänger List Comparison

IEEE International Conference on Computer Vision (ICCV), Barcelona, 2011.

(Links | BibTeX)

Strong Supervision From Weak Annotation: Interactive Training of Deformable Part Models

Branson, Steve; Perona, Pietro; Belongie, Serge

Strong Supervision From Weak Annotation: Interactive Training of Deformable Part Models

IEEE International Conference on Computer Vision (ICCV), Barcelona, 2011.

(Links | BibTeX)

Multiclass Recognition and Part Localization with Humans in the Loop

Wah, Catherine; Branson, Steve; Perona, Pietro; Belongie, Serge

Multiclass Recognition and Part Localization with Humans in the Loop

IEEE International Conference on Computer Vision (ICCV), Barcelona, 2011.

(Links | BibTeX)

Wet Fingerprint Recognition: Challenges and Opportunities

Krishnasamy, Prasanna; Belongie, Serge; Kriegman, David

Wet Fingerprint Recognition: Challenges and Opportunities

International Joint Conference on Biometrics (IJCB), Washington, DC, 2011.

(Links | BibTeX)

Barngrover, Christopher; Belongie, Serge; Kastner, Ryan

JBoost Optimization of Object Detectors for Autonomous Underwater Vehicle Navigation

International Conference on Computer Analysis of Images and Patterns (CAIP), Seville, Spain, 2011.

(BibTeX)

2010

Multi-Class Object Localization by Combining Local Contextual Interactions

Galleguillos, Carolina; McFee, Brian; Belongie, Serge; Lanckriet, Gert

Multi-Class Object Localization by Combining Local Contextual Interactions

IEEE Conference in Computer Vision and Pattern Recognition (CVPR), 2010.

(Links | BibTeX)

Removing pedestrians from Google Street View images

Flores, Arturo; Belongie, Serge

Removing pedestrians from Google Street View images

IEEE International Workshop on Mobile Vision, San Francisco, CA, 2010.

(Links | BibTeX)

Toward real-time grocery detection for the visually impaired

Winlock, Tess; Christiansen, Eric; Belongie, Serge

Toward real-time grocery detection for the visually impaired

Computer Vision Applications for the Visually Impaired (CVAVI), San Francisco, CA, 2010.

(Links | BibTeX)

Context Based Object Categorization: A Critical Survey

Galleguillos, Carolina; Belongie, Serge

Context Based Object Categorization: A Critical Survey

Computer Vision and Image Understanding (CVIU), 114 pp. 712-722, 2010.

(Links | BibTeX)

OpenScan: A Fully Transparent Optical Scan Voting System

Wang, Kai; Rescorla, Eric; Shacham, Hovav; Belongie, Serge

OpenScan: A Fully Transparent Optical Scan Voting System

Electronic Voting Technology Workshop/ Workshop on Trustworthy Elections (EVT/WOTE). USENIX/ACCURATE/IAVoSS, Washington, DC, 2010.

(Links | BibTeX)

Word Spotting in the Wild

Wang, Kai; Belongie, Serge

Word Spotting in the Wild

European Conference on Computer Vision (ECCV), Heraklion, Crete, 2010.

(Links | BibTeX)

Visual Recognition with Humans in the Loop

Branson, Steve; Wah, Catherine; Babenko, Boris; Schroff, Florian; Welinder, Peter; Perona, Pietro; Belongie, Serge

Visual Recognition with Humans in the Loop

European Conference on Computer Vision (ECCV), Heraklion, Crete, 2010.

(Links | BibTeX)

The Fastest Pedestrian Detector In The West

Dollár, Piotr; Belongie, Serge; Perona, Pietro

The Fastest Pedestrian Detector In The West

British Machine Vision Conference (BMVC), Aberystwyth, UK, 2010.

(Links | BibTeX)

EdgeSonic: Sonification of Image Features for the Visually Impaired

Yoshida, Tsubasa; Kitani, Kris; Belongie, Serge; Schlei, Kevin

EdgeSonic: Sonification of Image Features for the Visually Impaired

Workshop on Interactive Systems and Software, Japan, 2010.

(Links | BibTeX)

The Multidimensional Wisdom of Crowds

Welinder, Peter; Branson, Steve; Belongie, Serge; Perona, Pietro

The Multidimensional Wisdom of Crowds

Neural Information Processing Systems Conference (NIPS), 2010.

(Links | BibTeX)

Caltech-UCSD Birds 200

Welinder, Peter; Branson, Steve; Mita, Takeshi; Wah, Catherine; Schroff, Florian; Belongie, Serge; Perona, Pietro

Caltech-UCSD Birds 200

Caltech (CNS-TR-201), 2010.

(Links | BibTeX)

2009

Babenko, Boris; Yang, Ming-Hsuan; Belongie, Serge

Visual Tracking with Online Multiple Instance Learning

IEEE Conference on Computer Vision and Pattern Recognition (CVPR), Miami, FL, 2009.

(Links | BibTeX)

Linear Embeddings in Non-Rigid Structure From Motion

Rabaud, Vincent; Belongie, Serge

Linear Embeddings in Non-Rigid Structure From Motion

IEEE Conference on Computer Vision and Pattern Recognition (CVPR), Miami, FL, 2009.

(Links | BibTeX)

Toward a Perceptual Space for Gloss

Wills, Josh; Agarwal, Sameer; Kriegman, David; Belongie, Serge

Toward a Perceptual Space for Gloss

ACM Transactions on Graphics, 28 (4), pp. 1-15, 2009.

(Links | BibTeX)

Scenes vs. Objects: a Comparative Study of Two Approaches to Context Based Recognition

Rabinovich, Andrew; Belongie, Serge

Scenes vs. Objects: a Comparative Study of Two Approaches to Context Based Recognition

International Workshop on Visual Scene Understanding (ViSU), Miami, FL, 2009.

(Links | BibTeX)

CAPTCHA-based Image Labeling on the Soylent Grid

Faymonville, Peter; Wang, Kai; Miller, John; Belongie, Serge

CAPTCHA-based Image Labeling on the Soylent Grid

Human Computation Workshop (HCOMP), Paris, France, 2009.

(Links | BibTeX)

Similarity Metrics for Categorization: from Monolithic to Category Specific

Babenko, Boris; Branson, Steve; Belongie, Serge

Similarity Metrics for Categorization: from Monolithic to Category Specific

International Conference on Computer Vision (ICCV), Kyoto, Japan, 2009.

(Links | BibTeX)

Integral Channel Features

Dollár, Piotr; Tu, Zhuowen; Perona, Pietro; Belongie, Serge

Integral Channel Features

British Machine Vision Conference (BMVC), London, England, 2009.

(Links | BibTeX)

A Family of Online Boosting Algorithms

Babenko, Boris; Yang, Ming-Hsuan; Belongie, Serge

A Family of Online Boosting Algorithms

Online Learning for Computer Vision (OLCV), Kyoto, 2009.

(Links | BibTeX)

BUBL: An Effective Region Labeling Tool Using a Hexagonal Lattice

Galleguillos, Carolina; Faymonville, Peter; Belongie, Serge

BUBL: An Effective Region Labeling Tool Using a Hexagonal Lattice

Workshop on Emergent Issues in Large Amounts of Visual Data, Kyoto, Japan, 2009.

(Links | BibTeX)

Venkata, Sravanthi Kota; Ahn, Ikkjin; Jeon, Donghwan; Gupta, Anshuman; Louie, Christopher; Garcia, Saturnino; Belongie, Serge; Taylor, Michael Bedford

SD-VBS: The San Diego Vision Benchmark Suite

IEEE International Symposium on Workload Characterization (IISWC), Austin, TX, 2009.

(Links | BibTeX)

Multiple Instance Learning with Query Bags

Babenko, Boris; Dollár, Piotr; Belongie, Serge

Multiple Instance Learning with Query Bags

2009.

(Links | BibTeX)

Fingerprint Recognition System Performance in the Maritime Environment

Fakourfar, Hourieh; Belongie, Serge

Fingerprint Recognition System Performance in the Maritime Environment

Workshop on Applications of Computer Vision (WACV), Snowbird, UT, 2009.

(Links | BibTeX)

Globally Optimal Algorithms for Stratified Autocalibration

Chandraker, Manmohan; Agarwal, Sameer; Kriegman, David; Belongie, Serge

Globally Optimal Algorithms for Stratified Autocalibration

International Journal of Computer Vision (IJCV), (to appear), 2009.

(Links | BibTeX)

2008

Simultaneous Learning and Alignment: Multi-Instance and Multi-Pose Learning

Babenko, Boris; Dollár, Piotr; Tu, Zhuowen; Belongie, Serge

Simultaneous Learning and Alignment: Multi-Instance and Multi-Pose Learning

RealFaces, Marseille, France, 2008.

(Links | BibTeX)

Weakly Supervised Object Recognition and Localization with Stable Segmentations

Galleguillos, Carolina; Babenko, Boris; Rabinovich, Andrew; Belongie, Serge

Weakly Supervised Object Recognition and Localization with Stable Segmentations

European Conference on Computer Vision (ECCV), Marseille, France, 2008.

(Links | BibTeX)

Object Categorization using Co-Occurrence, Location and Appearance

Galleguillos, Carolina; Rabinovich, Andrew; Belongie, Serge

Object Categorization using Co-Occurrence, Location and Appearance

IEEE Conference on Computer Vision and Pattern Recognition (CVPR), Anchorage, AK, 2008.

(Links | BibTeX)

Koch, Martin; Maltz, Jonathan; Gangadharan, Bijumon; Bose, Supratik; Shukla, Himanshu; Bani-Hashemi, Ali; Belongie, Serge

Automatic Co-registration of Volumetric Datasets Based on Prostate Seed Fiducial Markers

ISBI, Paris, France, 2008.

(BibTeX)

Practical Global Optimization for Multiview Geometry

Kahl, Fredrik; Agarwal, Sameer; Chandraker, Manmohan; Kriegman, David; Belongie, Serge

Practical Global Optimization for Multiview Geometry

IJCV, 79 (3), pp. 271-284, 2008.

(Links | BibTeX)

Context Based Object Categorization: A Critical Survey

Galleguillos, Carolina; Belongie, Serge

Context Based Object Categorization: A Critical Survey

(CS2008-092), 2008.

(Links | BibTeX)

Multiple Component Learning for Object Detection

Dollár, Piotr; Babenko, Boris; Perona, Pietro; Belongie, Serge; Tu, Zhuowen

Multiple Component Learning for Object Detection

European Conference on Computer Vision (ECCV), 2008.

(Links | BibTeX)

Re-Thinking Non-Rigid Structure From Motion

Rabaud, Vincent; Belongie, Serge

Re-Thinking Non-Rigid Structure From Motion

IEEE Conference on Computer Vision and Pattern Recognition (CVPR), 2008.

(Links | BibTeX)

Automatic coregistration of volumetric images based on implanted fiducial markers

Koch, Martin; Maltz, Jonathan; Belongie, Serge; Gangadharan, Bijumon; Bose, Supratik; Bani-Hashemi, Ali

Automatic coregistration of volumetric images based on implanted fiducial markers

Medical Physics, 35 (10), pp. 4513-23, 2008.

(Links | BibTeX)

2007

Steinbach, Stephan; Rabaud, Vincent; Belongie, Serge

Soylent Grid: It's Made of People!

Workshop on Interactive Computer Vision (ICV), Rio de Janeiro, 2007.

(BibTeX)

Objects in Context

Rabinovich, Andrew; Vedaldi, Andrea; Galleguillos, Carolina; Wiewiora, Eric; Belongie, Serge

Objects in Context

ICCV, Rio de Janeiro, 2007.

(Links | BibTeX)

Does Image Segmentation Improve Object Categorization?

Rabinovich, Andrew; Vedaldi, Andrea; Belongie, Serge

Does Image Segmentation Improve Object Categorization?

(CS2007-090), 2007.

(Links | BibTeX)

Task Specific Local Region Matching

Babenko, Boris; Dollár, Piotr; Belongie, Serge

Task Specific Local Region Matching

ICCV, Rio de Janeiro, 2007.

(Links | BibTeX)

Recognizing Groceries in situ Using in vitro Training Data

Merler, Michele; Galleguillos, Carolina; Belongie, Serge

Recognizing Groceries in situ Using in vitro Training Data

SLAM, Minneapolis, MN, 2007.

(Links | BibTeX)

Generalized Non-metric Multidimensional Scaling

Agarwal, Sameer; Wills, Josh; Cayton, Lawrence; Lanckriet, Gert; Kriegman, David; Belongie, Serge

Generalized Non-metric Multidimensional Scaling

AISTATS, San Juan, Puerto Rico, 2007.

(Links | BibTeX)

Globally Optimal Affine and Metric Upgrades in Stratified Autocalibration

Chandraker, Manmohan; Agarwal, Sameer; Kriegman, David; Belongie, Serge

Globally Optimal Affine and Metric Upgrades in Stratified Autocalibration

ICCV, 2007.

(Links | BibTeX)

Non-Isometric Manifold Learning: Analysis and an Algorithm

Dollár, Piotr; Rabaud, Vincent; Belongie, Serge

Non-Isometric Manifold Learning: Analysis and an Algorithm

International Conference On Machine Learning (ICML), 2007.

(Links | BibTeX)

Learning to Traverse Image Manifolds

Dollár, Piotr; Rabaud, Vincent; Belongie, Serge

Learning to Traverse Image Manifolds

UCSD CSE (CS2007-087), 2007.

(Links | BibTeX)

Feature Mining For Image Classification

Dollár, Piotr; Tu, Zhouwen; Tao, Hai; Belongie, Serge

Feature Mining For Image Classification

CVPR, 2007.

(Links | BibTeX)

2006

A Feature-based Approach for Dense Segmentation and Estimation of Large Disparity Motion

Wills, Josh; Agarwal, Sameer; Belongie, Serge

A Feature-based Approach for Dense Segmentation and Estimation of Large Disparity Motion

International Journal of Computer Vision (IJCV), 68 (2), pp. 125-143, 2006.

(Links | BibTeX)

Automated Scanning and Display of Tissue Microarrays

Rabinovich, Andrew; Krajewski, Stanislaw; Krajewska, Maryla; Shabaik, Ahmed; Hewitt, Stephen; Belongie, Serge; Reed, John; Price, Jeffrey

Automated Scanning and Display of Tissue Microarrays

IEEE Transactions on Information Technology in Biomedicine, 10 (12), pp. 209-219, 2006.

(Links | BibTeX)

Higher-Order Learning with Graphs

Agarwal, Sameer; Branson, Kristin; Belongie, Serge

Higher-Order Learning with Graphs

International Conference On Machine Learning (ICML), Pittsburgh, PA, 2006.

(Links | BibTeX)

Active Learning in Face Recognition: Using Tracking to Build a Face Model

Hewitt, Robin; Belongie, Serge

Active Learning in Face Recognition: Using Tracking to Build a Face Model

V4HCI, New York City, 2006.

(Links | BibTeX)

Improving Web-based Image Search via Content Based Clustering

Ben-Haim, Nadav; Babenko, Boris; Belongie, Serge

Improving Web-based Image Search via Content Based Clustering

SLAM, New York City, 2006.

(Links | BibTeX)

Counting Crowded Moving Objects

Rabaud, Vincent; Belongie, Serge

Counting Crowded Moving Objects

IEEE Conference on Computer Vision and Pattern Recognition (CVPR), New York City, 2006.

(Links | BibTeX)

Supervised Learning of Edges and Object Boundaries

Dollár, Piotr; Tu, Zhuowen; Belongie, Serge

Supervised Learning of Edges and Object Boundaries

CVPR, New York City, 2006.

(Links | BibTeX)

Model Order Selection and Cue Combination for Image Segmentation

Rabinovich, Andrew; Lange, Tilman; Buhmann, Joachim; Belongie, Serge

Model Order Selection and Cue Combination for Image Segmentation

IEEE Conference on Computer Vision and Pattern Recognition (CVPR), New York City, 2006.

(Links | BibTeX)

Structure and View Estimation for Tomographic Reconstruction: A Bayesian Approach

Mallick, Satya; Agarwal, Sameer; Kriegman, David; Belongie, Serge; Carragher, Bridget; Potter, Clint

Structure and View Estimation for Tomographic Reconstruction: A Bayesian Approach

IEEE Conference on Computer Vision and Pattern Recognition (CVPR), New York City, 2006.

(Links | BibTeX)

Covariance Propagation for Guided Matching

Ochoa, Ben; Belongie, Serge

Covariance Propagation for Guided Matching

SMVP, Graz, Austria, 2006.

(Links | BibTeX)

Practical Global Optimization for Multiview Geometry

Agarwal, Sameer; Chandraker, Manmohan; Kahl, Fredrik; Kriegman, David; Belongie, Serge

Practical Global Optimization for Multiview Geometry

European Conference on Computer Vision (ECCV), pp. 592-605, Graz, Austria, 2006.

(Links | BibTeX)

Learning to Traverse Image Manifolds

Dollár, Piotr; Rabaud, Vincent; Belongie, Serge

Learning to Traverse Image Manifolds

Neural Information Processing Systems Conference (NIPS), 2006.

(Links | BibTeX)

2005

Efficient Shape Matching Using Shape Contexts

Mori, Greg; Belongie, Serge; Malik, Jitendra

Efficient Shape Matching Using Shape Contexts

IEEE Transactions on Pattern Analysis and Machine Intelligence, 27 (11), pp. 1832-1837, 2005.

(Links | BibTeX)

Kumar, Sanjeev; Biswas, Mainak; Belongie, Serge; Nguyen, Truong

Spatio-temporal texture synthesis and image inpainting for video applications

ICIP, pp. 85-88, Genova, Italy, 2005.

(BibTeX)

Monitoring Animal Behavior in the Smart Vivarium

Belongie, Serge; Branson, Kristin; Dollár, Piotr; Rabaud, Vincent

Monitoring Animal Behavior in the Smart Vivarium

Measuring Behavior, pp. 70-72, Wageningen, NL, 2005.

(Links | BibTeX)

Matching with Shape Contexts

Belongie, Serge; Mori, Greg; Malik, Jitendra

Matching with Shape Contexts

Analysis and Statistics of Shapes, Birkhäuser, 2005.

(Links | BibTeX)

Laptev, Ivan; Belongie, Serge; Pérez, Patrick; Wills, Josh

Periodic Motion Detection and Segmentation via Approximate Sequence Alignment

ICCV, pp. 816-823, Beijing, China, 2005.

(BibTeX)

Dlagnekov, Louka; Belongie, Serge

Recognizing Cars

(CS2005-083), 2005.

(BibTeX)

Maschion, Marília; Rabaud, Vincent; Belongie, Serge

Computer Vision: Fact and Fiction

2005.

(Links | BibTeX)

Behavior Recognition via Sparse Spatio-Temporal Features

Dollár, Piotr; Rabaud, Vincent; Cottrell, Garrison; Belongie, Serge

Behavior Recognition via Sparse Spatio-Temporal Features

IEEE International Workshop on Performance Evaluation of Tracking and Surveillance (PETS), Beijing, China, 2005.

(Links | BibTeX)

Big Little Icons

Rabaud, Vincent; Belongie, Serge

Big Little Icons

Computer Vision Applications for the Visually Impaired (CVAVI), San Diego, CA, 2005.

(Links | BibTeX)

Beyond Pairwise Clustering

Agarwal, Sameer; Lim, Jongwoo; Zelnik-Manor, Lihi; Perona, Pietro; Kriegman, David; Belongie, Serge

Beyond Pairwise Clustering

CVPR, pp. 838-845, San Diego, CA, 2005.

(Links | BibTeX)

Branson, Kristin; Belongie, Serge

Tracking Multiple Mouse Contours (Without Too Many Samples)

IEEE Conference on Computer Vision and Pattern Recognition (CVPR), San Diego, CA, 2005, (in review).

(BibTeX)

2004

On Refractive Optical Flow

Agarwal, Sameer; Mallick, Satya; Kriegman, David; Belongie, Serge

On Refractive Optical Flow

ECCV, Springer Verlag Springer Verlag, Prague, Czech Republic, 2004.

(Links | BibTeX)

Normalized Cuts in 3D for Spinal MRI Segmentation

Gamio, Julio Carballido; Belongie, Serge; Majumdar, Sharmila

Normalized Cuts in 3D for Spinal MRI Segmentation

IEEE Transactions on Medical Imaging, 23 (1), pp. 36-44, 2004.

(Links | BibTeX)

Structure from Periodic Motion

Belongie, Serge; Wills, Josh

Structure from Periodic Motion

Workshop on Spatial Coherence for Visual Motion Analysis (SCVMA), Springer Verlag Springer Verlag, Prague, Czech Republic, 2004.

(Links | BibTeX)

Fowlkes, Charless; Belongie, Serge; Chung, Fan; Malik, Jitendra

Spectral Grouping Using the Nyström Method

IEEE Transactions on Pattern Analysis and Machine Intelligence, 26 (2), pp. 214-225, 2004.

(BibTeX)

A Feature-based Approach for Determining Dense Long Range Correspondences

Wills, Josh; Belongie, Serge

A Feature-based Approach for Determining Dense Long Range Correspondences

European Conference on Computer Vision (ECCV), Springer Verlag Springer Verlag, Prague, Czech Republic, 2004.

(Links | BibTeX)

2003

Segmentation by Example

Agarwal, Sameer; Belongie, Serge

Segmentation by Example

UCSD (CS2003-076), 2003.

(Links | BibTeX)

Structured Importance Sampling of Environment Maps

Agarwal, Sameer; Ramamoorthi, Ravi; Belongie, Serge; Jensen, Henrik Wann

Structured Importance Sampling of Environment Maps

SIGGRAPH, San Diego, CA, 2003.

(Links | BibTeX)

Three Brown Mice: See How They Run

Branson, Kristin; Rabaud, Vincent; Belongie, Serge

Three Brown Mice: See How They Run

IEEE International Workshop on Performance Evaluation of Tracking and Surveillance (PETS), Nice, France, 2003.

(Links | BibTeX)

Rabinovich,; Agarwal,; Laris,; Price,; Belongie, Serge

Unsupervised Spectral Decomposition of Histologically Stained Tissue Samples

NIPS, Vancouver, BC, 2003.

(BibTeX)

What Went Where

Wills, Josh; Agarwal, Sameer; Belongie, Serge

What Went Where

IEEE Conference on Computer Vision and Pattern Recognition (CVPR), pp. 37-44, Madison, WI, 2003.

(Links | BibTeX)

2002

On the Non-Optimality of Four Color Coding of Image Partitions

Agarwal, Sameer; Belongie, Serge

On the Non-Optimality of Four Color Coding of Image Partitions

ICIP, pp. 677-680, 2002.

(Links | BibTeX)

Gamio, Julio Carballido; Belongie, Serge; Majumdar, Sharmila

Normalized Cuts for Spinal MRI Segmentation

CARS, Paris, France, 2002.

(BibTeX)

Extracting Global Structure from Gene Expression Profiles

Fowlkes, Charless; Shan, Qun; Belongie, Serge; Malik, Jitendra

Extracting Global Structure from Gene Expression Profiles

Methods of Microarray Data Analysis II, Kluwer Academic, 2002.

(Links | BibTeX)

Belongie, Serge; Fowlkes,; Chung,; Malik,

Spectral Partitioning with Indefinite Kernels using the Nyström Extension

ECCV, Springer Verlag Springer Verlag, Copenhagen, Denmark, 2002.

(BibTeX)

Shape Matching and Object Recognition Using Shape Contexts

Belongie, Serge; Malik, Jitendra; Puzicha, Jan

Shape Matching and Object Recognition Using Shape Contexts

IEEE Transactions on Pattern Analysis and Machine Intelligence, 24 (4), pp. 509-522, 2002.

(Links | BibTeX)

Carson, Chad; Belongie, Serge; Greenspan, Hayit; Malik, Jitendra

Blobworld: Color- and Texture-Based Image Segmentation Using EM and Its Application to Image Querying and Classification

IEEE Transactions on Pattern Analysis and Machine Intelligence (PAMI), 24 (8), pp. 1026-1038, 2002.

(BibTeX)

Approximate Thin Plate Spline Mappings

Donato, Gianluca; Belongie, Serge

Approximate Thin Plate Spline Mappings

ECCV, pp. 531-542, Springer Verlag Springer Verlag, Copenhagen, Denmark, 2002.

(Links | BibTeX)

2001

Extracting Global Structure from Gene Expression Profiles

Fowlkes, Charless; Shan, Qun; Belongie, Serge; Malik, Jitendra

Extracting Global Structure from Gene Expression Profiles

CAMDA, Durham, NC, 2001.

(Links | BibTeX)

Matching Shapes

Belongie, Serge; Malik, Jitendra; Puzicha, Jan

Matching Shapes

ICCV, pp. 454-461, 2001, (Awarded Helmholtz Prize at ICCV 2015).

(Links | BibTeX)

Fowlkes, Charless; Belongie, Serge; Malik, Jitendra

Efficient Spatiotemporal Grouping Using the Nyström Method

CVPR, 2001.

(BibTeX)

Contour and Texture Analysis for Image Segmentation

Malik, Jitendra; Belongie, Serge; Leung, Thomas; Shi, Jianbo

Contour and Texture Analysis for Image Segmentation

IJCV, 43 (1), pp. 7-27, 2001.

(Links | BibTeX)

Shape Contexts Enable Efficient Retrieval of Similar Shapes

Mori, Greg; Belongie, Serge; Malik, Jitendra

Shape Contexts Enable Efficient Retrieval of Similar Shapes

CVPR, 2001.

(Links | BibTeX)

2000

Contour and Texture Analysis for Image Segmentation

Malik, Jitendra; Belongie, Serge; Leung, Thomas; Shi, Jianbo

Contour and Texture Analysis for Image Segmentation

Perceptual Organization for Artificial Vision Systems, Kluwer Academic, 2000.

(Links | BibTeX)

Matching with Shape Contexts

Belongie, Serge; Malik,

Matching with Shape Contexts

Content-based Access of Image and Video Libraries (CBAIVL), pp. 20-26, Hilton Head, SC, 2000.

(Links | BibTeX)

Shape Context: A new descriptor for shape matching and object recognition

Belongie, Serge; Malik, Jitendra; Puzicha, Jan

Shape Context: A new descriptor for shape matching and object recognition

Neural Information Processing Systems Conference (NIPS), pp. 831-837, 2000.

(Links | BibTeX)

Model-based Halftoning for Color Image Segmentation

Puzicha, Jan; Belongie, Serge

Model-based Halftoning for Color Image Segmentation

International Conference on Pattern Recognition (ICPR), pp. 629-632, Barcelona, Spain, 2000.

(Links | BibTeX)

1999

Malik, Jitendra; Shi, Jianbo; Belongie, Serge; Leung, Thomas

Grouping in the Normalized Cut Framework

Shape, Contour and Grouping in Computer Vision, pp. 155-164, Springer Verlag Springer Verlag, 1999.

(BibTeX)

Carson, Chad; Thomas, Megan; Belongie, Serge; Hellerstein, Joseph; Malik, Jitendra

Blobworld: A system for region-based image indexing and retrieval

VISUAL, pp. 509–516, Amsterdam, 1999.

(BibTeX)

Malik,; Belongie, Serge; Shi,; Leung,

Textons, Contours and Regions: Cue Integration in Image Segmentation

IEEE International Conference on Computer Vision (ICCV), pp. 918-925, 1999.

(BibTeX)

Manjunath,; Deng,; Forsyth,; Carson,; Ioffe,; Belongie, Serge; Malik,; Ma,; Puri,; Chen,

Image retrieval in digital libraries

Multimedia: Standards, Systems and Networks, Marcel Dekker, 1999.

(BibTeX)

1998

Shi, Jianbo; Belongie, Serge; Leung, Thomas; Malik, Jitendra

Image and Video Segmentation: The Normalized Cut Framework

International Conference on Image Processing (ICIP), pp. 943-947, Chicago, IL, 1998.

(BibTeX)

Color- and Texture-Based Image Segmentation Using EM and Its Application to Content-Based Image Retrieval

Belongie, Serge; Carson, Chad; Greenspan, Hayit; Malik, Jitendra

Color- and Texture-Based Image Segmentation Using EM and Its Application to Content-Based Image Retrieval

IEEE International Conference on Computer Vision (ICCV), pp. 675–682, 1998.

(Links | BibTeX)

Finding Boundaries in Natural Images: A New Method Using Point Descriptors and Area Completion

Belongie, Serge; Malik, Jitendra

Finding Boundaries in Natural Images: A New Method Using Point Descriptors and Area Completion

European Conference on Computer Vision (ECCV), Freiburg, Germany, 1998.

(Links | BibTeX)

1997

Recognition of Images in Large Databases Using a Learning Framework

Belongie, Serge; Carson, Chad; Greenspan, Hayit; Malik, Jitendra

Recognition of Images in Large Databases Using a Learning Framework

(97-939), 1997.

(Links | BibTeX)

Region-Based Image Querying

Carson, Chad; Belongie, Serge; Greenspan, Hayit; Malik, Jitendra

Region-Based Image Querying

Content-based Access of Image and Video Libraries (CBAIVL), pp. 42-49, Puerto Rico, 1997.

(Links | BibTeX)

1996

Finding Objects in Image Databases by Grouping

Malik, Jitendra; Forsyth, David; Fleck, Margaret; Greenspan, Hayit; Leung, Thomas; Carson, Chad; Belongie, Serge; Bregler, Chris

Finding Objects in Image Databases by Grouping

International Conference on Image Processing (ICIP), pp. 761-764, 1996.

(Links | BibTeX)

Finding Pictures of Objects in Large Collections of Images

Forsyth, David; Malik, Jitendra; Fleck, Margaret; Greenspan, Hayit; Leung, Thomas; Belongie, Serge; Carson, Chad; Bregler, Chris

Finding Pictures of Objects in Large Collections of Images

ECCV textquoteright96 International Workshop on Object Recognition for Computer Vision, pp. 335-360, Cambridge, England, 1996.

(Links | BibTeX)

Grouping of Color and Texture Features for Automated Image Annotation

Belongie, Serge; Blasi, Robert; Murphy, Kevin

Grouping of Color and Texture Features for Automated Image Annotation

U.C. Berkeley 1996.

(Links | BibTeX)

1994

Rotation Invariant Texture Recognition Using a Steerable Pyramid

Greenspan, Hayit; Belongie, Serge; Perona, Pietro; Goodman, Rodney

Rotation Invariant Texture Recognition Using a Steerable Pyramid

International Conference on Pattern Recognition (ICPR), pp. 162-167, 1994.

(Links | BibTeX)

Overcomplete Steerable Pyramid Filters and Rotation Invariance

Greenspan, Hayit; Belongie, Serge; Perona, Pietro; Goodman, Rodney; Rakshit, Subrata; Anderson, Charles

Overcomplete Steerable Pyramid Filters and Rotation Invariance

IEEE Conference on Computer Vision and Pattern Recognition (CVPR), pp. 222-228, 1994.

(Links | BibTeX)