Kristen Grauman

Proceedings of the 30th International Conference on Machine Learning, 2013

Connecting the Dots with Landmarks: Discriminatively Learning Domain-Invariant Features for Unsupervised Domain Adaptation.

[BibT_eX]

[DOI]

Boqing Gong

Proceedings of the 30th International Conference on Machine Learning, 2013

Implied Feedback: Learning Nuances of User Behavior in Image Search.

[BibT_eX]

[DOI]

Proceedings of the IEEE International Conference on Computer Vision, 2013

Attribute Adaptation for Personalized Image Search.

[BibT_eX]

[DOI]

Proceedings of the IEEE International Conference on Computer Vision, 2013

Attribute Pivots for Guiding Relevance Feedback in Image Search.

[BibT_eX]

[DOI]

Proceedings of the IEEE International Conference on Computer Vision, 2013

Predicting Sufficient Annotation Strength for Interactive Foreground Segmentation.

[BibT_eX]

[DOI]

Suyog Dutt Jain

Proceedings of the IEEE International Conference on Computer Vision, 2013

Active Learning of an Action Detector from Untrimmed Videos.

[BibT_eX]

[DOI]

Sunil Bandla

Proceedings of the IEEE International Conference on Computer Vision, 2013

Story-Driven Summarization for Egocentric Video.

[BibT_eX]

[DOI]

Zheng Lu

Proceedings of the 2013 IEEE Conference on Computer Vision and Pattern Recognition, 2013

Deformable Spatial Pyramid Matching for Fast Dense Correspondences.

[BibT_eX]

[DOI]

Proceedings of the 2013 IEEE Conference on Computer Vision and Pattern Recognition, 2013

Watching Unlabeled Video Helps Learn New Human Actions from Very Few Labeled Snapshots.

[BibT_eX]

[DOI]

Chao-Yeh Chen

Proceedings of the 2013 IEEE Conference on Computer Vision and Pattern Recognition, 2013

Object-Centric Spatio-Temporal Pyramids for Egocentric Activity Recognition.

[BibT_eX]

[DOI]

Tomas McCandless

Proceedings of the British Machine Vision Conference, 2013

2012

Object-Graphs for Context-Aware Visual Category Discovery.

[BibT_eX]

[DOI]

IEEE Trans. Pattern Anal. Mach. Intell., 2012

Kernelized Locality-Sensitive Hashing.

[BibT_eX]

[DOI]

IEEE Trans. Pattern Anal. Mach. Intell., 2012

Reading between the Lines: Object Localization Using Implicit Cues from Image Tags.

[BibT_eX]

[DOI]

IEEE Trans. Pattern Anal. Mach. Intell., 2012

Learning the Relative Importance of Objects from Tagged Images for Retrieval and Cross-Modal Search.

[BibT_eX]

[DOI]

Int. J. Comput. Vis., 2012

Semantic Kernel Forests from Multiple Taxonomies.

[BibT_eX]

[DOI]

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

Active Frame Selection for Label Propagation in Videos.

[BibT_eX]

[DOI]

Proceedings of the Computer Vision - ECCV 2012, 2012

Shape Sharing for Object Segmentation.

[BibT_eX]

[DOI]

Proceedings of the Computer Vision - ECCV 2012, 2012

Discovering important people and objects for egocentric video summarization.

[BibT_eX]

[DOI]

Joydeep Ghosh

Proceedings of the 2012 IEEE Conference on Computer Vision and Pattern Recognition, 2012

WhittleSearch: Image search with relative attribute feedback.

[BibT_eX]

[DOI]

Proceedings of the 2012 IEEE Conference on Computer Vision and Pattern Recognition, 2012

Geodesic flow kernel for unsupervised domain adaptation.

[BibT_eX]

[DOI]

Proceedings of the 2012 IEEE Conference on Computer Vision and Pattern Recognition, 2012

Discovering localized attributes for fine-grained recognition.

[BibT_eX]

[DOI]

Proceedings of the 2012 IEEE Conference on Computer Vision and Pattern Recognition, 2012

Efficient activity detection with max-subgraph search.

[BibT_eX]

[DOI]

Chao-Yeh Chen

Proceedings of the 2012 IEEE Conference on Computer Vision and Pattern Recognition, 2012

Relative Attributes for Enhanced Human-Machine Communication.

[BibT_eX]

[DOI]

Proceedings of the Twenty-Sixth AAAI Conference on Artificial Intelligence, 2012

2011

Visual Object Recognition

[BibT_eX]

[DOI]

Bastian Leibe

Synthesis Lectures on Artificial Intelligence and Machine Learning, Morgan & Claypool Publishers, ISBN: 978-3-031-01553-3, 2011

Cost-Sensitive Active Visual Category Learning.

[BibT_eX]

[DOI]

Int. J. Comput. Vis., 2011

Learning a Tree of Metrics with Disjoint Visual Features.

[BibT_eX]

[DOI]

Proceedings of the Advances in Neural Information Processing Systems 24: 25th Annual Conference on Neural Information Processing Systems 2011. Proceedings of a meeting held 12-14 December 2011, 2011

Learning with Whom to Share in Multi-task Feature Learning.

[BibT_eX]

[DOI]

Zhuoliang Kang

Proceedings of the 28th International Conference on Machine Learning, 2011

Relative attributes.

[BibT_eX]

[DOI]

Proceedings of the IEEE International Conference on Computer Vision, 2011

Key-segments for video object segmentation.

[BibT_eX]

[DOI]

Proceedings of the IEEE International Conference on Computer Vision, 2011

Actively selecting annotations among objects and attributes.

[BibT_eX]

[DOI]

Proceedings of the IEEE International Conference on Computer Vision, 2011

Annotator rationales for visual recognition.

[BibT_eX]

[DOI]

Jeff Donahue

Proceedings of the IEEE International Conference on Computer Vision, 2011

Efficient region search for object detection.

[BibT_eX]

[DOI]

Proceedings of the 24th IEEE Conference on Computer Vision and Pattern Recognition, 2011

Interactively building a discriminative vocabulary of nameable attributes.

[BibT_eX]

[DOI]

Proceedings of the 24th IEEE Conference on Computer Vision and Pattern Recognition, 2011

Learning the easy things first: Self-paced visual category discovery.

[BibT_eX]

[DOI]

Proceedings of the 24th IEEE Conference on Computer Vision and Pattern Recognition, 2011

Sharing features between objects and their attributes.

[BibT_eX]

[DOI]

Proceedings of the 24th IEEE Conference on Computer Vision and Pattern Recognition, 2011

Clues from the beaten path: Location estimation with bursty sequences of tourist photos.

[BibT_eX]

[DOI]

Chao-Yeh Chen

Proceedings of the 24th IEEE Conference on Computer Vision and Pattern Recognition, 2011

Face Discovery with Social Context.

[BibT_eX]

[DOI]

Proceedings of the British Machine Vision Conference, 2011

2010

Gaussian Processes for Object Categorization.

[BibT_eX]

[DOI]

Int. J. Comput. Vis., 2010

A task-driven intelligent workspace system to provide guidance feedback.

[BibT_eX]

[DOI]

Michael S. Ryoo

Jake K. Aggarwal

Comput. Vis. Image Underst., 2010

Efficiently searching for similar images.

[BibT_eX]

[DOI]

Commun. ACM, 2010

Far-sighted active learning on a budget for image and video recognition.

[BibT_eX]

[DOI]

Prateek Jain

Proceedings of the Twenty-Third IEEE Conference on Computer Vision and Pattern Recognition, 2010

Top-down pairwise potentials for piecing together multi-class segmentation puzzles.

[BibT_eX]

[DOI]

Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition, 2010

Collect-cut: Segmentation with top-down cues discovered in multi-object images.

[BibT_eX]

[DOI]

Proceedings of the Twenty-Third IEEE Conference on Computer Vision and Pattern Recognition, 2010

Object-graphs for context-aware category discovery.

[BibT_eX]

[DOI]

Proceedings of the Twenty-Third IEEE Conference on Computer Vision and Pattern Recognition, 2010

Learning a hierarchy of discriminative space-time neighborhood features for human action recognition.

[BibT_eX]

[DOI]

Proceedings of the Twenty-Third IEEE Conference on Computer Vision and Pattern Recognition, 2010

Asymmetric region-to-image matching for comparing images with generic object categories.

[BibT_eX]

[DOI]

Proceedings of the Twenty-Third IEEE Conference on Computer Vision and Pattern Recognition, 2010

3D Facial similarity: Automatic assessment versus perceptual judgments.

[BibT_eX]

[DOI]

Proceedings of the Fourth IEEE International Conference on Biometrics: Theory Applications and Systems, 2010

Accounting for the Relative Importance of Objects in Image Retrieval.

[BibT_eX]

[DOI]

Proceedings of the British Machine Vision Conference, 2010

2009

Fast Similarity Search for Learned Metrics.

[BibT_eX]

[DOI]

Prateek Jain

IEEE Trans. Pattern Anal. Mach. Intell., 2009

Foreground Focus: Unsupervised Learning from Partially Matching Images.

[BibT_eX]

[DOI]

Int. J. Comput. Vis., 2009

Kernelized locality-sensitive hashing for scalable image search.

[BibT_eX]

[DOI]

Proceedings of the IEEE 12th International Conference on Computer Vision, ICCV 2009, Kyoto, Japan, September 27, 2009

What's it going to cost you?: Predicting effort vs. informativeness for multi-label image annotations.

[BibT_eX]

[DOI]

Proceedings of the 2009 IEEE Computer Society Conference on Computer Vision and Pattern Recognition (CVPR 2009), 2009

Shape discovery from unlabeled image collections.

[BibT_eX]

[DOI]

Proceedings of the 2009 IEEE Computer Society Conference on Computer Vision and Pattern Recognition (CVPR 2009), 2009

Observe locally, infer globally: A space-time MRF for detecting abnormal activities with incremental updates.

[BibT_eX]

[DOI]

Proceedings of the 2009 IEEE Computer Society Conference on Computer Vision and Pattern Recognition (CVPR 2009), 2009

2008

Watch, Listen & Learn: Co-training on Captioned Images and Videos.

[BibT_eX]

[DOI]

Proceedings of the Machine Learning and Knowledge Discovery in Databases, 2008

Multi-Level Active Prediction of Useful Image Annotations for Recognition.

[BibT_eX]

[DOI]

Proceedings of the Advances in Neural Information Processing Systems 21, 2008

Online Metric Learning and Fast Similarity Search.

[BibT_eX]

[DOI]

Proceedings of the Advances in Neural Information Processing Systems 21, 2008

Keywords to visual categories: Multiple-instance learning forweakly supervised object categorization.

[BibT_eX]

[DOI]

Proceedings of the 2008 IEEE Computer Society Conference on Computer Vision and Pattern Recognition (CVPR 2008), 2008

Fast image search for learned metrics.

[BibT_eX]

[DOI]

Prateek Jain

Proceedings of the 2008 IEEE Computer Society Conference on Computer Vision and Pattern Recognition (CVPR 2008), 2008

Foreground Focus: Finding Meaningful Features in Unlabeled Images.

[BibT_eX]

[DOI]

Proceedings of the British Machine Vision Conference 2008, Leeds, UK, September 2008, 2008

2007

The Pyramid Match Kernel: Efficient Learning with Sets of Features.

[BibT_eX]

[DOI]

J. Mach. Learn. Res., 2007

Active Learning with Gaussian Processes for Object Categorization.

[BibT_eX]

[DOI]

Proceedings of the IEEE 11th International Conference on Computer Vision, 2007

Pyramid Match Hashing: Sub-Linear Time Indexing Over Partial Correspondences.

[BibT_eX]

[DOI]

Proceedings of the 2007 IEEE Computer Society Conference on Computer Vision and Pattern Recognition (CVPR 2007), 2007

The Pyramid Match: Efficient Learning with Partial Correspondences.

[BibT_eX]

[DOI]

Proceedings of the Twenty-Second AAAI Conference on Artificial Intelligence, 2007

2006

Matching sets of features for efficient retrieval and recognition.

[BibT_eX]

[DOI]

PhD thesis, 2006

Approximate Correspondences in High Dimensions.

[BibT_eX]

[DOI]

Proceedings of the Advances in Neural Information Processing Systems 19, 2006

Unsupervised Learning of Categories from Sets of Partially Matching Image Features.

[BibT_eX]

[DOI]

Proceedings of the 2006 IEEE Computer Society Conference on Computer Vision and Pattern Recognition (CVPR 2006), 2006

2005

The Pyramid Match Kernel: Discriminative Classification with Sets of Image Features.

[BibT_eX]

[DOI]

Proceedings of the 10th IEEE International Conference on Computer Vision (ICCV 2005), 2005

Avoiding the "Streetlight Effect": Tracking by Exploring Likelihood Modes.

[BibT_eX]

[DOI]

David Demirdjian

Leonid Taycher

Proceedings of the 10th IEEE International Conference on Computer Vision (ICCV 2005), 2005

Efficient Image Matching with Distributions of Local Invariant Features.

[BibT_eX]

[DOI]

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

A picture is worth a thousand keywords: image-based object search on a mobile platform.

[BibT_eX]

[DOI]

Proceedings of the Extended Abstracts Proceedings of the 2005 Conference on Human Factors in Computing Systems, 2005

2004

Virtual Visual Hulls: Example-Based 3D Shape Inference from Silhouettes.

[BibT_eX]

[DOI]

Proceedings of the Statistical Methods in Video Processing, 2004

Fast Contour Matching Using Approximate Earth Mover's Distance.

[BibT_eX]

[DOI]

Proceedings of the 2004 IEEE Computer Society Conference on Computer Vision and Pattern Recognition (CVPR 2004), with CD-ROM, 27 June, 2004

2003

Communication via eye blinks and eyebrow raises: video-based human-computer interfaces.

[BibT_eX]

[DOI]

Univers. Access Inf. Soc., 2003

Inferring 3D Structure with a Statistical Image-Based Shape Model.

[BibT_eX]

[DOI]

Proceedings of the 9th IEEE International Conference on Computer Vision (ICCV 2003), 2003

A Bayesian Approach to Image-Based Visual Hull Reconstruction.

[BibT_eX]

[DOI]