Serge J. Belongie

Orcid: 0000-0002-0388-5217

Affiliations:
  • University of Copenhagen, Denmark
  • Cornell University, Department of Computer Science, Ithaca, USA
  • University of California, Department of Computer Science and Engineering, San Diego, USA


According to our database1, Serge J. Belongie authored at least 272 papers between 1994 and 2024.

Collaborative distances:
  • Dijkstra number2 of four.
  • Erdős number3 of two.

Timeline

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Bibliography

2024
Multimodality Helps Few-Shot 3D Point Cloud Semantic Segmentation.
CoRR, 2024

Unlearning-based Neural Interpretations.
CoRR, 2024

Do better language models have crisper vision?
CoRR, 2024

Revealing Fine-Grained Values and Opinions in Large Language Models.
CoRR, 2024

LoQT: Low Rank Adapters for Quantized Training.
CoRR, 2024

Assessing Neural Network Robustness via Adversarial Pivotal Tuning.
Proceedings of the IEEE/CVF Winter Conference on Applications of Computer Vision, 2024

Volumetric Disentanglement for 3D Scene Manipulation.
Proceedings of the IEEE/CVF Winter Conference on Applications of Computer Vision, 2024

Re-evaluating the Need for Visual Signals in Unsupervised Grammar Induction.
Proceedings of the Findings of the Association for Computational Linguistics: NAACL 2024, 2024

Coarse-To-Fine Tensor Trains for Compact Visual Representations.
Proceedings of the Forty-first International Conference on Machine Learning, 2024

LLM Tropes: Revealing Fine-Grained Values and Opinions in Large Language Models.
Proceedings of the Findings of the Association for Computational Linguistics: EMNLP 2024, 2024

Labeled Data Selection for Category Discovery.
Proceedings of the Computer Vision - ECCV 2024, 2024

MMEarth: Exploring Multi-modal Pretext Tasks for Geospatial Representation Learning.
Proceedings of the Computer Vision - ECCV 2024, 2024

From Coarse to Fine-Grained Open-Set Recognition.
Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2024

Rethinking Few-shot 3D Point Cloud Semantic Segmentation.
Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2024

2023
Familiarity-Based Open-Set Recognition Under Adversarial Attacks.
CoRR, 2023

Prompt, Condition, and Generate: Classification of Unsupported Claims with In-Context Learning.
CoRR, 2023

Fashionpedia-Ads: Do Your Favorite Advertisements Reveal Your Fashion Taste?
CoRR, 2023

Fashionpedia-Taste: A Dataset towards Explaining Human Fashion Taste.
CoRR, 2023

Discriminative Class Tokens for Text-to-Image Diffusion Models.
CoRR, 2023

Learning to Taste: A Multimodal Wine Dataset.
Proceedings of the Advances in Neural Information Processing Systems 36: Annual Conference on Neural Information Processing Systems 2023, 2023

Descriptive Attributes for Language-Based Object Keypoint Detection.
Proceedings of the Computer Vision Systems: 14th International Conference, 2023

Discriminative Class Tokens for Text-to-Image Diffusion Models.
Proceedings of the IEEE/CVF International Conference on Computer Vision, 2023

2022
Fine-Grained Image Analysis With Deep Learning: A Survey.
IEEE Trans. Pattern Anal. Mach. Intell., 2022

Guest Editorial: Introduction to the Special Section on Fine-Grained Visual Categorization.
IEEE Trans. Pattern Anal. Mach. Intell., 2022

Object Detection in Aerial Images: A Large-Scale Benchmark and Challenges.
IEEE Trans. Pattern Anal. Mach. Intell., 2022

Occluded Video Instance Segmentation: A Benchmark.
Int. J. Comput. Vis., 2022

Does unsupervised grammar induction need pixels?
CoRR, 2022

PyTorch Adapt.
CoRR, 2022

Searching for Structure in Unfalsifiable Claims.
CoRR, 2022

Benchmarking Validation Methods for Unsupervised Domain Adaptation.
CoRR, 2022

Multimodal Open-Vocabulary Video Classification via Pre-Trained Vision and Language Models.
CoRR, 2022

Residual Aligned: Gradient Optimization for Non-Negative Image Synthesis.
CoRR, 2022

Polynomial Neural Fields for Subband Decomposition and Manipulation.
Proceedings of the Advances in Neural Information Processing Systems 35: Annual Conference on Neural Information Processing Systems 2022, 2022

Implicit Neural Representations with Levels-of-Experts.
Proceedings of the Advances in Neural Information Processing Systems 35: Annual Conference on Neural Information Processing Systems 2022, 2022

Language-driven Semantic Segmentation.
Proceedings of the Tenth International Conference on Learning Representations, 2022

Text-Driven Stylization of Video Objects.
Proceedings of the Computer Vision - ECCV 2022 Workshops, 2022

SITTA: Single Image Texture Translation for Data Augmentation.
Proceedings of the Computer Vision - ECCV 2022 Workshops, 2022

Visual Prompt Tuning.
Proceedings of the Computer Vision - ECCV 2022, 2022

Exploring Fine-Grained Audiovisual Categorization with the SSW60 Dataset.
Proceedings of the Computer Vision - ECCV 2022, 2022

On Label Granularity and Object Localization.
Proceedings of the Computer Vision - ECCV 2022, 2022

Neural Image Recolorization for Creative Domains.
Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition Workshops, 2022

When Does Contrastive Visual Representation Learning Work?
Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2022

On Temporal Granularity in Self-Supervised Video Representation Learning.
Proceedings of the 33rd British Machine Vision Conference 2022, 2022

2021
Rethinking Nearest Neighbors for Visual Classification.
CoRR, 2021

Exploring Temporal Granularity in Self-Supervised Video Representation Learning.
CoRR, 2021

Unsupervised Domain Adaptation: A Reality Check.
CoRR, 2021

Single Image Texture Translation for Data Augmentation.
CoRR, 2021

The Herbarium 2021 Half-Earth Challenge Dataset.
CoRR, 2021

Occluded Video Instance Segmentation.
CoRR, 2021

Continuous Travel In Virtual Reality Using a 3D Portal.
Proceedings of the UIST '21: The Adjunct Publication of the 34th Annual ACM Symposium on User Interface Software and Technology, 2021

Geometry Processing with Neural Fields.
Proceedings of the Advances in Neural Information Processing Systems 34: Annual Conference on Neural Information Processing Systems 2021, 2021

Occluded Video Instance Segmentation: Dataset and ICCV 2021 Challenge.
Proceedings of the Neural Information Processing Systems Track on Datasets and Benchmarks 1, 2021


Robustness and Generalization via Generative Adversarial Training.
Proceedings of the 2021 IEEE/CVF International Conference on Computer Vision, 2021

Exploring Visual Engagement Signals for Representation Learning.
Proceedings of the 2021 IEEE/CVF International Conference on Computer Vision, 2021

GANcraft: Unsupervised 3D Neural Rendering of Minecraft Worlds.
Proceedings of the 2021 IEEE/CVF International Conference on Computer Vision, 2021

Spatiotemporal Contrastive Video Representation Learning.
Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition, 2021

Stay Positive: Non-Negative Image Synthesis for Augmented Reality.
Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition, 2021

On Feature Normalization and Data Augmentation.
Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition, 2021

Intentonomy: A Dataset and Study Towards Human Intent Understanding.
Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition, 2021

Benchmarking Representation Learning for Natural World Image Collections.
Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition, 2021

2020
Transfer learning in computer vision tasks: Remember where you come from.
Image Vis. Comput., 2020

Convolutional Networks with Adaptive Inference Graphs.
Int. J. Comput. Vis., 2020

PyTorch Metric Learning.
CoRR, 2020

The Plant Pathology 2020 challenge dataset to classify foliar disease of apples.
CoRR, 2020

Neural Puppet: Generative Layered Cartoon Characters.
Proceedings of the IEEE Winter Conference on Applications of Computer Vision, 2020

Decoupled Localization and Sensing with HMD-based AR for Interactive Scene Acquisition.
Proceedings of the 2020 IEEE International Symposium on Mixed and Augmented Reality Adjunct, 2020

Differentiating through the Fréchet Mean.
Proceedings of the 37th International Conference on Machine Learning, 2020

A Metric Learning Reality Check.
Proceedings of the Computer Vision - ECCV 2020, 2020

Fashionpedia: Ontology, Segmentation, and an Attribute Localization Dataset.
Proceedings of the Computer Vision - ECCV 2020, 2020

Learning Gradient Fields for Shape Generation.
Proceedings of the Computer Vision - ECCV 2020, 2020

End-to-End Pseudo-LiDAR for Image-Based 3D Object Detection.
Proceedings of the 2020 IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2020

DualSDF: Semantic Shape Manipulation Using a Two-Level Representation.
Proceedings of the 2020 IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2020

2019
Measuring Dataset Granularity.
CoRR, 2019

Fine-grained Synthesis of Unrestricted Adversarial Examples.
CoRR, 2019

FoodX-251: A Dataset for Fine-grained Food Classification.
CoRR, 2019

The Herbarium Challenge 2019 Dataset.
CoRR, 2019

The iMet Collection 2019 Challenge Dataset.
CoRR, 2019

Understanding Image Quality and Trust in Peer-to-Peer Marketplaces.
Proceedings of the IEEE Winter Conference on Applications of Computer Vision, 2019

Positional Normalization.
Proceedings of the Advances in Neural Information Processing Systems 32: Annual Conference on Neural Information Processing Systems 2019, 2019

Anon-Emoji: An Optical See-Through Augmented Reality System for Children with Autism Spectrum Disorders to promote Understanding of Facial Expressions and Emotions.
Proceedings of the IEEE International Symposium on Mixed and Augmented Reality, 2019

The iMaterialist Fashion Attribute Dataset.
Proceedings of the 2019 IEEE/CVF International Conference on Computer Vision Workshops, 2019

PointFlow: 3D Point Cloud Generation With Continuous Normalizing Flows.
Proceedings of the 2019 IEEE/CVF International Conference on Computer Vision, 2019

Enhancing Adversarial Example Transferability With an Intermediate Level Attack.
Proceedings of the 2019 IEEE/CVF International Conference on Computer Vision, 2019

Neural Naturalist: Generating Fine-Grained Image Comparisons.
Proceedings of the 2019 Conference on Empirical Methods in Natural Language Processing and the 9th International Joint Conference on Natural Language Processing, 2019

Learning Data-Adaptive Interest Points through Epipolar Adaptation.
Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition Workshops, 2019

Learning Single-View 3D Reconstruction with Limited Pose Supervision.
Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition Workshops, 2019

Class-Balanced Loss Based on Effective Number of Samples.
Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition, 2019

2018
Vision-based real estate price estimation.
Mach. Vis. Appl., 2018

Adversarial Example Decomposition.
CoRR, 2018

Intermediate Level Adversarial Attack for Enhanced Transferability.
CoRR, 2018

Semantic Segmentation with Scarce Data.
CoRR, 2018

The Neural Painter: Multi-Turn Image Generation.
CoRR, 2018

Sample-Efficient Reinforcement Learning through Transfer and Architectural Priors.
CoRR, 2018

Unbiased offline recommender evaluation for missing-not-at-random implicit feedback.
Proceedings of the 12th ACM Conference on Recommender Systems, 2018

ICPR2018 Contest on Object Detection in Aerial Images (ODAI-18).
Proceedings of the 24th International Conference on Pattern Recognition, 2018

Deep Fundamental Matrix Estimation Without Correspondences.
Proceedings of the Computer Vision - ECCV 2018 Workshops, 2018

Multimodal Unsupervised Image-to-Image Translation.
Proceedings of the Computer Vision - ECCV 2018, 2018

DOTA: A Large-Scale Dataset for Object Detection in Aerial Images.
Proceedings of the 2018 IEEE Conference on Computer Vision and Pattern Recognition, 2018

Separating Self-Expression and Visual Content in Hashtag Supervision.
Proceedings of the 2018 IEEE Conference on Computer Vision and Pattern Recognition, 2018

Generative Adversarial Perturbations.
Proceedings of the 2018 IEEE Conference on Computer Vision and Pattern Recognition, 2018

Lean Multiclass Crowdsourcing.
Proceedings of the 2018 IEEE Conference on Computer Vision and Pattern Recognition, 2018

The INaturalist Species Classification and Detection Dataset.
Proceedings of the 2018 IEEE Conference on Computer Vision and Pattern Recognition, 2018

Controllable Video Generation With Sparse Trajectories.
Proceedings of the 2018 IEEE Conference on Computer Vision and Pattern Recognition, 2018

Learning to Evaluate Image Captioning.
Proceedings of the 2018 IEEE Conference on Computer Vision and Pattern Recognition, 2018

Large Scale Fine-Grained Categorization and Domain-Specific Transfer Learning.
Proceedings of the 2018 IEEE Conference on Computer Vision and Pattern Recognition, 2018

2017
Yum-Me: A Personalized Nutrient-Based Meal Recommender System.
ACM Trans. Inf. Syst., 2017

Convolutional Networks with Adaptive Computation Graphs.
CoRR, 2017

Pose2Instance: Harnessing Keypoints for Person Instance Segmentation.
CoRR, 2017

Deep Learning is Robust to Massive Label Noise.
CoRR, 2017

The iNaturalist Challenge 2017 Dataset.
CoRR, 2017

Collaborative Metric Learning.
Proceedings of the 26th International Conference on World Wide Web, 2017

Crowd Research: Open and Scalable University Laboratories.
Proceedings of the 30th Annual ACM Symposium on User Interface Software and Technology, 2017

Arbitrary Style Transfer in Real-time with Adaptive Instance Normalization.
Proceedings of the 5th International Conference on Learning Representations, 2017

ICDAR2017 Competition on Reading Chinese Text in the Wild (RCTW-17).
Proceedings of the 14th IAPR International Conference on Document Analysis and Recognition, 2017

ICDAR2017 Robust Reading Challenge on COCO-Text.
Proceedings of the 14th IAPR International Conference on Document Analysis and Recognition, 2017

BAM! The Behance Artistic Media Dataset for Recognition Beyond Photography.
Proceedings of the IEEE International Conference on Computer Vision, 2017

Conditional Similarity Networks.
Proceedings of the 2017 IEEE Conference on Computer Vision and Pattern Recognition, 2017

Learning from Noisy Large-Scale Datasets with Minimal Supervision.
Proceedings of the 2017 IEEE Conference on Computer Vision and Pattern Recognition, 2017

Detecting Oriented Text in Natural Images by Linking Segments.
Proceedings of the 2017 IEEE Conference on Computer Vision and Pattern Recognition, 2017

Feature Pyramid Networks for Object Detection.
Proceedings of the 2017 IEEE Conference on Computer Vision and Pattern Recognition, 2017

Stacked Generative Adversarial Networks.
Proceedings of the 2017 IEEE Conference on Computer Vision and Pattern Recognition, 2017

Kernel Pooling for Convolutional Neural Networks.
Proceedings of the 2017 IEEE Conference on Computer Vision and Pattern Recognition, 2017

2016
Cross-View Image Geo-localization.
Proceedings of the Deep Learning and Convolutional Neural Networks for Medical Image Computing, 2016

Visipedia circa 2015.
Pattern Recognit. Lett., 2016

Yum-me: Personalized Healthy Meal Recommender System.
CoRR, 2016

Residual Networks are Exponential Ensembles of Relatively Shallow Networks.
CoRR, 2016

COCO-Text: Dataset and Benchmark for Text Detection and Recognition in Natural Images.
CoRR, 2016

Disentangling Nonlinear Perceptual Embeddings With Multi-Query Triplet Networks.
CoRR, 2016

When crowds hold privileges: Bayesian unsupervised representation learning with oracle constraints.
Proceedings of the 4th International Conference on Learning Representations, 2016

Can we still avoid automatic face detection?
Proceedings of the 2016 IEEE Winter Conference on Applications of Computer Vision, 2016

Detecting temporally consistent objects in videos through object class label propagation.
Proceedings of the 2016 IEEE Winter Conference on Applications of Computer Vision, 2016

Residual Networks Behave Like Ensembles of Relatively Shallow Networks.
Proceedings of the Advances in Neural Information Processing Systems 29: Annual Conference on Neural Information Processing Systems 2016, 2016

Fine-Grained Categorization and Dataset Bootstrapping Using Deep Metric Learning with Humans in the Loop.
Proceedings of the 2016 IEEE Conference on Computer Vision and Pattern Recognition, 2016

Learning to Match Aerial Images with Deep Attentive Architectures.
Proceedings of the 2016 IEEE Conference on Computer Vision and Pattern Recognition, 2016

Context Matters: Refining Object Detection in Video with Recurrent Neural Networks.
Proceedings of the British Machine Vision Conference 2016, 2016

Boosted Convolutional Neural Networks.
Proceedings of the British Machine Vision Conference 2016, 2016

Learning to Detect and Match Keypoints with Deep Architectures.
Proceedings of the British Machine Vision Conference 2016, 2016

2015
On Optimizing Human-Machine Task Assignments.
CoRR, 2015

Beyond Semantic Image Segmentation : Exploring Efficient Inference in Video.
CoRR, 2015

Semantic Video Segmentation : Exploring Inference Efficiency.
CoRR, 2015

Learning Localized Perceptual Similarity Metrics for Interactive Categorization.
Proceedings of the 2015 IEEE Winter Conference on Applications of Computer Vision, 2015

Discriminative Regions: A Substrate for Analyzing Life-Logging Image Sequences.
Proceedings of the MultiMedia Modeling - 21st International Conference, 2015

Learning Concept Embeddings with Combined Human-Machine Expertise.
Proceedings of the 2015 IEEE International Conference on Computer Vision, 2015

Learning Visual Clothing Style with Heterogeneous Dyadic Co-Occurrences.
Proceedings of the 2015 IEEE International Conference on Computer Vision, 2015

Tropel: Crowdsourcing Detectors with Minimal Training.
Proceedings of the Third AAAI Conference on Human Computation and Crowdsourcing, 2015

Learning deep representations for ground-to-aerial geolocalization.
Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition, 2015

Building a bird recognition app and large scale dataset with citizen scientists: The fine print in fine-grained dataset collection.
Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition, 2015

PlateClick: Bootstrapping Food Preferences Through an Adaptive Visual Interface.
Proceedings of the 24th ACM International Conference on Information and Knowledge Management, 2015

2014
Fast Feature Pyramids for Object Detection.
IEEE Trans. Pattern Anal. Mach. Intell., 2014

Editorial: Special Issue on Active and Interactive Methods in Computer Vision.
Int. J. Comput. Vis., 2014

The Ignorant Led by the Blind: A Hybrid Human-Machine Vision System for Fine-Grained Categorization.
Int. J. Comput. Vis., 2014

Microsoft COCO: Common Objects in Context.
CoRR, 2014

Bird Species Categorization Using Pose Normalized Deep Convolutional Nets.
CoRR, 2014

Improving streaming video segmentation with early and mid-level visual processing.
Proceedings of the IEEE Winter Conference on Applications of Computer Vision, 2014

Video text detection and recognition: Dataset and benchmark.
Proceedings of the IEEE Winter Conference on Applications of Computer Vision, 2014

Recognizing locations with Google Glass: A case study.
Proceedings of the IEEE Winter Conference on Applications of Computer Vision, 2014

Adaptive ranking of facial attractiveness.
Proceedings of the IEEE International Conference on Multimedia and Expo, 2014

Analyzing sedentary behavior in life-logging images.
Proceedings of the 2014 IEEE International Conference on Image Processing, 2014

Cost-Effective HITs for Relative Similarity Comparisons.
Proceedings of the Seconf AAAI Conference on Human Computation and Crowdsourcing, 2014

Microsoft COCO: Common Objects in Context.
Proceedings of the Computer Vision - ECCV 2014, 2014

Similarity Comparisons for Interactive Fine-Grained Categorization.
Proceedings of the 2014 IEEE Conference on Computer Vision and Pattern Recognition, 2014

Experiments on an RGB-D Wearable Vision System for Egocentric Activity Recognition.
Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition, 2014

Improved Bird Species Recognition Using Pose Normalized Deep Convolutional Nets.
Proceedings of the British Machine Vision Conference, 2014

2013
Relative ranking of facial attractiveness.
Proceedings of the 2013 IEEE Workshop on Applications of Computer Vision, 2013

Camera Distance from Face Images.
Proceedings of the Advances in Visual Computing - 9th International Symposium, 2013

Face Box Shape and Verification.
Proceedings of the Advances in Visual Computing - 9th International Symposium, 2013

Example based depth from fog.
Proceedings of the IEEE International Conference on Image Processing, 2013

Attribute-Based Detection of Unfamiliar Classes with Humans in the Loop.
Proceedings of the 2013 IEEE Conference on Computer Vision and Pattern Recognition, 2013

Cross-View Image Geolocalization.
Proceedings of the 2013 IEEE Conference on Computer Vision and Pattern Recognition, 2013

Efficient Large-Scale Structured Learning.
Proceedings of the 2013 IEEE Conference on Computer Vision and Pattern Recognition, 2013

From Bikers to Surfers: Visual Recognition of Urban Tribes.
Proceedings of the British Machine Vision Conference, 2013

Match-time covariance for descriptors.
Proceedings of the British Machine Vision Conference, 2013

Ultra-wide Baseline Aerial Imagery Matching in Urban Environments.
Proceedings of the British Machine Vision Conference, 2013

2012
Non-rigid surface detection for gestural interaction with applicable surfaces.
Proceedings of the IEEE Workshop on Applications of Computer Vision, 2012

Locally Uniform Comparison Image Descriptor.
Proceedings of the Advances in Neural Information Processing Systems 25: 26th Annual Conference on Neural Information Processing Systems 2012. Proceedings of a meeting held December 3-6, 2012

Urban tribes: Analyzing group photos from a social perspective.
Proceedings of the 2012 IEEE Computer Society Conference on Computer Vision and Pattern Recognition Workshops, 2012

2011
Robust Object Tracking with Online Multiple Instance Learning.
IEEE Trans. Pattern Anal. Mach. Intell., 2011

Adaptively Learning the Crowd Kernel.
Proceedings of the 28th International Conference on Machine Learning, 2011

Multiple Instance Learning with Manifold Bags.
Proceedings of the 28th International Conference on Machine Learning, 2011

End-to-end scene text recognition.
Proceedings of the IEEE International Conference on Computer Vision, 2011

Multiclass recognition and part localization with humans in the loop.
Proceedings of the IEEE International Conference on Computer Vision, 2011

Pose, illumination and expression invariant pairwise face-similarity measure via Doppelgänger list comparison.
Proceedings of the IEEE International Conference on Computer Vision, 2011

Strong supervision from weak annotation: Interactive training of deformable part models.
Proceedings of the IEEE International Conference on Computer Vision, 2011

Wet fingerprint recognition: Challenges and opportunities.
Proceedings of the 2011 IEEE International Joint Conference on Biometrics, 2011

From region similarity to category discovery.
Proceedings of the 24th IEEE Conference on Computer Vision and Pattern Recognition, 2011

JBoost Optimization of Color Detectors for Autonomous Underwater Vehicle Navigation.
Proceedings of the Computer Analysis of Images and Patterns, 2011

EdgeSonic: image feature sonification for the visually impaired.
Proceedings of the 2nd Augmented Human International Conference, 2011

2010
Globally Optimal Algorithms for Stratified Autocalibration.
Int. J. Comput. Vis., 2010

Context based object categorization: A critical survey.
Comput. Vis. Image Underst., 2010

OpenScan: A Fully Transparent Optical Scan Voting System.
Proceedings of the 2010 Electronic Voting Technology Workshop / Workshop on Trustworthy Elections, 2010

The Multidimensional Wisdom of Crowds.
Proceedings of the Advances in Neural Information Processing Systems 23: 24th Annual Conference on Neural Information Processing Systems 2010. Proceedings of a meeting held 6-9 December 2010, 2010

Word Spotting in the Wild.
Proceedings of the Computer Vision, 2010

Visual Recognition with Humans in the Loop.
Proceedings of the Computer Vision, 2010

Toward real-time grocery detection for the visually impaired.
Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition, 2010

Multi-class object localization by combining local contextual interactions.
Proceedings of the Twenty-Third IEEE Conference on Computer Vision and Pattern Recognition, 2010

Removing pedestrians from Google street view images.
Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition, 2010

The Fastest Pedestrian Detector in the West.
Proceedings of the British Machine Vision Conference, 2010

2009
Toward a perceptual space for gloss.
ACM Trans. Graph., 2009

Fingerprint recognition system performance in the maritime environment.
Proceedings of the IEEE Workshop on Applications of Computer Vision (WACV 2009), 2009

CAPTCHA-based image labeling on the Soylent Grid.
Proceedings of the ACM SIGKDD Workshop on Human Computation, Paris, France, June 28, 2009, 2009

SD-VBS: The San Diego Vision Benchmark Suite.
Proceedings of the 2009 IEEE International Symposium on Workload Characterization, 2009

PhD forum: A distributed architecture for object tracking across intelligent vision sensor network with constrained resources.
Proceedings of the Third ACM/IEEE International Conference on Distributed Smart Cameras, 2009

BUBL: An effective region labeling tool using a hexagonal lattice.
Proceedings of the 12th IEEE International Conference on Computer Vision Workshops, 2009

A family of online boosting algorithms.
Proceedings of the 12th IEEE International Conference on Computer Vision Workshops, 2009

Similarity metrics for categorization: From monolithic to category specific.
Proceedings of the IEEE 12th International Conference on Computer Vision, ICCV 2009, Kyoto, Japan, September 27, 2009

Scenes vs. objects: A comparative study of two approaches to context based recognition.
Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition, 2009

Linear embeddings in non-rigid structure from motion.
Proceedings of the 2009 IEEE Computer Society Conference on Computer Vision and Pattern Recognition (CVPR 2009), 2009

Visual tracking with online Multiple Instance Learning.
Proceedings of the 2009 IEEE Computer Society Conference on Computer Vision and Pattern Recognition (CVPR 2009), 2009

Integral Channel Features.
Proceedings of the British Machine Vision Conference, 2009

2008
Practical Global Optimization for Multiview Geometry.
Int. J. Comput. Vis., 2008

Automatic co-registration of volumetric images based on implanted fiducial markers.
Proceedings of the 2008 IEEE International Symposium on Biomedical Imaging: From Nano to Macro, 2008

Weakly Supervised Object Localization with Stable Segmentations.
Proceedings of the Computer Vision, 2008

Multiple Component Learning for Object Detection.
Proceedings of the Computer Vision, 2008

Re-thinking non-rigid structure from motion.
Proceedings of the 2008 IEEE Computer Society Conference on Computer Vision and Pattern Recognition (CVPR 2008), 2008

Object categorization using co-occurrence, location and appearance.
Proceedings of the 2008 IEEE Computer Society Conference on Computer Vision and Pattern Recognition (CVPR 2008), 2008

2007
Generalized Non-metric Multidimensional Scaling.
Proceedings of the Eleventh International Conference on Artificial Intelligence and Statistics, 2007

Non-isometric manifold learning: analysis and an algorithm.
Proceedings of the Machine Learning, 2007

Soylent Grid: it's Made of People.
Proceedings of the IEEE 11th International Conference on Computer Vision, 2007

Objects in Context.
Proceedings of the IEEE 11th International Conference on Computer Vision, 2007

Globally Optimal Affine and Metric Upgrades in Stratified Autocalibration.
Proceedings of the IEEE 11th International Conference on Computer Vision, 2007

Task Specific Local Region Matching.
Proceedings of the IEEE 11th International Conference on Computer Vision, 2007

Recognizing Groceries in situ Using in vitro Training Data.
Proceedings of the 2007 IEEE Computer Society Conference on Computer Vision and Pattern Recognition (CVPR 2007), 2007

Feature Mining for Image Classification.
Proceedings of the 2007 IEEE Computer Society Conference on Computer Vision and Pattern Recognition (CVPR 2007), 2007

2006
Framework for Parsing, Visualizing and Scoring Tissue Microarray Images.
IEEE Trans. Inf. Technol. Biomed., 2006

A Feature-based Approach for Dense Segmentation and Estimation of Large Disparity Motion.
Int. J. Comput. Vis., 2006

Learning to Traverse Image Manifolds.
Proceedings of the Advances in Neural Information Processing Systems 19, 2006

Higher order learning with graphs.
Proceedings of the Machine Learning, 2006

Model Order Selection and Cue Combination for Image Segmentation.
Proceedings of the 2006 IEEE Computer Society Conference on Computer Vision and Pattern Recognition (CVPR 2006), 2006

Counting Crowded Moving Objects.
Proceedings of the 2006 IEEE Computer Society Conference on Computer Vision and Pattern Recognition (CVPR 2006), 2006

Structure and View Estimation for Tomographic Reconstruction: A Bayesian Approach.
Proceedings of the 2006 IEEE Computer Society Conference on Computer Vision and Pattern Recognition (CVPR 2006), 2006

Active Learning in Face Recognition: Using Tracking to Build a Face Model.
Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition, 2006

Supervised Learning of Edges and Object Boundaries.
Proceedings of the 2006 IEEE Computer Society Conference on Computer Vision and Pattern Recognition (CVPR 2006), 2006

ImprovingWeb-based Image Search via Content Based Clustering.
Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition, 2006

Vision in the Small: Reconstructing the Structure of Protein Macromolecules from Cryo-Electron Micrographs.
Proceedings of the British Machine Vision Conference 2006, 2006

Matching with Shape Contexts.
Proceedings of the Statistics and Analysis of Shapes, 2006

2005
Efficient Shape Matching Using Shape Contexts.
IEEE Trans. Pattern Anal. Mach. Intell., 2005

Spatio-temporal texture synthesis and image inpainting for video applications.
Proceedings of the 2005 International Conference on Image Processing, 2005

Periodic Motion Detection and Segmentation via Approximate Sequence Alignment.
Proceedings of the 10th IEEE International Conference on Computer Vision (ICCV 2005), 2005

Big Little Icons.
Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition, 2005

Tracking Multiple Mouse Contours (without Too Many Samples).
Proceedings of the 2005 IEEE Computer Society Conference on Computer Vision and Pattern Recognition (CVPR 2005), 2005

Beyond Pairwise Clustering.
Proceedings of the 2005 IEEE Computer Society Conference on Computer Vision and Pattern Recognition (CVPR 2005), 2005

2004
Normalized cuts in 3-D for spinal MRI segmentation.
IEEE Trans. Medical Imaging, 2004

Spectral Grouping Using the Nyström Method.
IEEE Trans. Pattern Anal. Mach. Intell., 2004

Structure from Periodic Motion.
Proceedings of the Spatial Coherence for Visual Motion Analysis, 2004

A Feature-Based Approach for Determining Dense Long Range Correspondences.
Proceedings of the Computer Vision, 2004

On Refractive Optical Flow.
Proceedings of the Computer Vision, 2004

2003
Structured importance sampling of environment maps.
ACM Trans. Graph., 2003

Unsupervised Color Decomposition Of Histologically Stained Tissue Samples.
Proceedings of the Advances in Neural Information Processing Systems 16 [Neural Information Processing Systems, 2003

What Went Where.
Proceedings of the 2003 IEEE Computer Society Conference on Computer Vision and Pattern Recognition (CVPR 2003), 2003

2002
Blobworld: Image Segmentation Using Expectation-Maximization and Its Application to Image Querying.
IEEE Trans. Pattern Anal. Mach. Intell., 2002

Shape Matching and Object Recognition Using Shape Contexts.
IEEE Trans. Pattern Anal. Mach. Intell., 2002

On the non-optimality of four color coding of image partitions.
Proceedings of the 2002 International Conference on Image Processing, 2002

Approximate Thin Plate Spline Mappings.
Proceedings of the Computer Vision, 2002

Spectral Partitioning with Indefinite Kernels Using the Nyström Extension.
Proceedings of the Computer Vision, 2002

2001
Contour and Texture Analysis for Image Segmentation.
Int. J. Comput. Vis., 2001

Matching Shapes.
Proceedings of the Eighth International Conference On Computer Vision (ICCV-01), Vancouver, British Columbia, Canada, July 7-14, 2001, 2001

Shape contexts enable efficient retrieval of similar shapes.
Proceedings of the 2001 IEEE Computer Society Conference on Computer Vision and Pattern Recognition (CVPR 2001), 2001

Efficient Spatiotemporal Grouping Using the Nystro"m Method.
Proceedings of the 2001 IEEE Computer Society Conference on Computer Vision and Pattern Recognition (CVPR 2001), 2001

2000
Shape Context: A New Descriptor for Shape Matching and Object Recognition.
Proceedings of the Advances in Neural Information Processing Systems 13, 2000

Model-Based Halftoning for Color Image Segmentation.
Proceedings of the 15th International Conference on Pattern Recognition, 2000

1999
Blobworld: A System for Region-Based Image Indexing and Retrieval.
Proceedings of the Visual Information and Information Systems, 1999

Grouping in the Normalized Cut Framework.
Proceedings of the Shape, Contour and Grouping in Computer Vision, 1999

Textons, Contours and Regions: Cue Integration in Image Segmentation.
Proceedings of the International Conference on Computer Vision, 1999

Region-Based Image Retrieval (Eingeladener Vortrag).
Proceedings of the Mustererkennung 1999, 1999

1998
Image and Video Segmentation: The Normalized Cut Framework.
Proceedings of the 1998 IEEE International Conference on Image Processing, 1998

Color- and Texture-based Image Segmentation Using the Expectation-Maximization Algorithm and its Application to Content-Based Image Retrieval.
Proceedings of the Sixth International Conference on Computer Vision (ICCV-98), 1998

Finding Boundaries in Natural Images: A New Method Using Point Descriptors and Area Completion.
Proceedings of the Computer Vision, 1998

1996
Finding objects in image databases by grouping.
Proceedings of the Proceedings 1996 International Conference on Image Processing, 1996

Finding Pictures of Objects in Large Collections of Images.
Proceedings of the Object Representation in Computer Vision II, 1996

1994
Rotation invariant texture recognition using a steerable pyramid.
Proceedings of the 12th IAPR International Conference on Pattern Recognition, 1994

Overcomplete steerable pyramid filters and rotation invariance.
Proceedings of the Conference on Computer Vision and Pattern Recognition, 1994


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