Greg Mori

Medical Biol. Eng. Comput., 2017

Learning to Forecast Videos of Human Activity with Multi-granularity Models and Adaptive Rendering.

[BibT_eX]

[DOI]

CoRR, 2017

Hierarchical Label Inference for Video Classification.

[BibT_eX]

[DOI]

Nelson Nauata

Jonathan Smith

CoRR, 2017

Learning Person Trajectory Representations for Team Activity Analysis.

[BibT_eX]

[DOI]

CoRR, 2017

Active Learning for Structured Prediction from Partially Labeled Data.

[BibT_eX]

[DOI]

CoRR, 2017

LabelBank: Revisiting Global Perspectives for Semantic Segmentation.

[BibT_eX]

[DOI]

CoRR, 2017

Attending to Distinctive Moments: Weakly-Supervised Attention Models for Action Localization in Video.

[BibT_eX]

[DOI]

Lei Chen

Mengyao Zhai

Proceedings of the 2017 IEEE International Conference on Computer Vision Workshops, 2017

Learning to Learn from Noisy Web Videos.

[BibT_eX]

[DOI]

Proceedings of the 2017 IEEE Conference on Computer Vision and Pattern Recognition, 2017

Factorized Variational Autoencoders for Modeling Audience Reactions to Movies.

[BibT_eX]

[DOI]

Proceedings of the 2017 IEEE Conference on Computer Vision and Pattern Recognition, 2017

Building Damage Assessment Using Deep Learning and Ground-Level Image Data.

[BibT_eX]

[DOI]

Karoon Rashedi Nia

Proceedings of the 14th Conference on Computer and Robot Vision, 2017

Fine-Pruning: Joint Fine-Tuning and Compression of a Convolutional Network with Bayesian Optimization.

[BibT_eX]

[DOI]

Frederick Tung

Proceedings of the British Machine Vision Conference 2017, 2017

2016

Special Issue on Individual and Group Activities in Video Event Analysis.

[BibT_eX]

[DOI]

Comput. Vis. Image Underst., 2016

Deep Learning of Appearance Models for Online Object Tracking.

[BibT_eX]

[DOI]

Mengyao Zhai

Mehrsan Javan Roshtkhari

CoRR, 2016

Hierarchical Deep Temporal Models for Group Activity Recognition.

[BibT_eX]

[DOI]

Mostafa S. Ibrahim

Zhiwei Deng

CoRR, 2016

Recalling Holistic Information for Semantic Segmentation.

[BibT_eX]

[DOI]

CoRR, 2016

Unsupervised learning of supervoxel embeddings for video Segmentation.

[BibT_eX]

[DOI]

Mehran Khodabandeh

Proceedings of the 23rd International Conference on Pattern Recognition, 2016

End-to-End Learning of Action Detection from Frame Glimpses in Videos.

[BibT_eX]

[DOI]

Proceedings of the 2016 IEEE Conference on Computer Vision and Pattern Recognition, 2016

A Hierarchical Deep Temporal Model for Group Activity Recognition.

[BibT_eX]

[DOI]

Mostafa S. Ibrahim

Zhiwei Deng

Proceedings of the 2016 IEEE Conference on Computer Vision and Pattern Recognition, 2016

Learning Structured Inference Neural Networks with Label Relations.

[BibT_eX]

[DOI]

Proceedings of the 2016 IEEE Conference on Computer Vision and Pattern Recognition, 2016

Structure Inference Machines: Recurrent Neural Networks for Analyzing Relations in Group Activity Recognition.

[BibT_eX]

[DOI]

Proceedings of the 2016 IEEE Conference on Computer Vision and Pattern Recognition, 2016

2015

Discriminative key-component models for interaction detection and recognition.

[BibT_eX]

[DOI]

Comput. Vis. Image Underst., 2015

Hierarchical Maximum-Margin Clustering.

[BibT_eX]

[DOI]

CoRR, 2015

Pose Embeddings: A Deep Architecture for Learning to Match Human Poses.

[BibT_eX]

[DOI]

CoRR, 2015

Object detection in surveillance video from dense trajectories.

[BibT_eX]

[DOI]

Proceedings of the 14th IAPR International Conference on Machine Vision Applications, 2015

Clustered Exemplar-SVM: Discovering sub-categories for visual recognition.

[BibT_eX]

[DOI]

Nataliya Shapovalova

Proceedings of the 2015 IEEE International Conference on Image Processing, 2015

Learning Temporal Embeddings for Complex Video Analysis.

[BibT_eX]

[DOI]

Proceedings of the 2015 IEEE International Conference on Computer Vision, 2015

Learning Ensembles of Potential Functions for Structured Prediction with Latent Variables.

[BibT_eX]

[DOI]

Proceedings of the 2015 IEEE International Conference on Computer Vision, 2015

Discovering human interactions in videos with limited data labeling.

[BibT_eX]

[DOI]

Mehran Khodabandeh

Guang-Tong Zhou

Mehrsan Javan Roshtkhari

Stephen Se

Proceedings of the 2015 IEEE Conference on Computer Vision and Pattern Recognition Workshops, 2015

Visual recognition by counting instances: A multi-instance cardinality potential kernel.

[BibT_eX]

[DOI]

Wang Yan

Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition, 2015

Multi-Task Transfer Methods to Improve One-Shot Learning for Multimedia Event Detection.

[BibT_eX]

[DOI]

Wang Yan

Jordan Yap

Proceedings of the British Machine Vision Conference 2015, 2015

Deep Structured Models For Group Activity Recognition.

[BibT_eX]

[DOI]

Mehrsan Javan Roshtkhari

Proceedings of the British Machine Vision Conference 2015, 2015

2014

Multimedia event detection with multimodal feature fusion and temporal concept localization.

[BibT_eX]

[DOI]

Mach. Vis. Appl., 2014

"You are green": a touch-to-name interaction in an integrated multi-modal multi-robot HRI system.

[BibT_eX]

[DOI]

Shokoofeh Pourmehr

Proceedings of the ACM/IEEE International Conference on Human-Robot Interaction, 2014

Integrating multi-modal interfaces to command UAVs.

[BibT_eX]

[DOI]

Proceedings of the ACM/IEEE International Conference on Human-Robot Interaction, 2014

Discovering Video Clusters from Visual Features and Noisy Tags.

[BibT_eX]

[DOI]

Guang-Tong Zhou

Proceedings of the Computer Vision - ECCV 2014, 2014

Learning Action Primitives for Multi-level Video Event Understanding.

[BibT_eX]

[DOI]

Proceedings of the Computer Vision - ECCV 2014 Workshops, 2014

2013

Optimizing Nondecomposable Loss Functions in Structured Prediction.

[BibT_eX]

[DOI]

Ze-Nian Li

IEEE Trans. Pattern Anal. Mach. Intell., 2013

Classifying Road Users in Urban Scenes Using Movement Patterns.

[BibT_eX]

[DOI]

Mohamed H. Zaki

Tarek Sayed

J. Comput. Civ. Eng., 2013

Multiple Instance Learning by Discriminative Training of Markov Networks.

[BibT_eX]

[DOI]

Proceedings of the Twenty-Ninth Conference on Uncertainty in Artificial Intelligence, 2013

TRECVID 2013 GENIE: Multimedia Event Detection and Recounting.

[BibT_eX]

[DOI]

Proceedings of the 2013 TREC Video Retrieval Evaluation, 2013

Latent Maximum Margin Clustering.

[BibT_eX]

[DOI]

Proceedings of the Advances in Neural Information Processing Systems 26: 27th Annual Conference on Neural Information Processing Systems 2013. Proceedings of a meeting held December 5-8, 2013

Action is in the Eye of the Beholder: Eye-gaze Driven Model for Spatio-Temporal Action Localization.

[BibT_eX]

[DOI]

Proceedings of the Advances in Neural Information Processing Systems 26: 27th Annual Conference on Neural Information Processing Systems 2013. Proceedings of a meeting held December 5-8, 2013

Latent Spatio-temporal Models for Action Localization and Recognition in Nursing Home Surveillance Video.

[BibT_eX]

[DOI]

Proceedings of the 13. IAPR International Conference on Machine Vision Applications, 2013

Segmental multi-way local pooling for video recognition.

[BibT_eX]

[DOI]

Proceedings of the ACM Multimedia Conference, 2013

"You two! Take off!": Creating, modifying and commanding groups of robots using face engagement and indirect speech in voice commands.

[BibT_eX]

[DOI]

Shokoofeh Pourmehr

Proceedings of the 2013 IEEE/RSJ International Conference on Intelligent Robots and Systems, 2013

HRI in the sky: Creating and commanding teams of UAVs with a vision-mediated gestural interface.

[BibT_eX]

[DOI]

Jens Wawerla

Proceedings of the 2013 IEEE/RSJ International Conference on Intelligent Robots and Systems, 2013

A robust integrated system for selecting and commanding multiple mobile robots.

[BibT_eX]

[DOI]

Proceedings of the 2013 IEEE International Conference on Robotics and Automation, 2013

Handling Uncertain Tags in Visual Recognition.

[BibT_eX]

[DOI]

Proceedings of the IEEE International Conference on Computer Vision, 2013

Compositional Models for Video Event Detection: A Multiple Kernel Learning Latent Variable Approach.

[BibT_eX]

[DOI]

Proceedings of the IEEE International Conference on Computer Vision, 2013

From Subcategories to Visual Composites: A Multi-level Framework for Object Detection.

[BibT_eX]

[DOI]

Proceedings of the IEEE International Conference on Computer Vision, 2013

Learning Class-to-Image Distance with Object Matchings.

[BibT_eX]

[DOI]

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

A Max-Margin Riffled Independence Model for Image Tag Ranking.

[BibT_eX]

[DOI]

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

2012

Discriminative Latent Models for Recognizing Contextual Group Activities.

[BibT_eX]

[DOI]

Bahman Yari Saeed Khanloo

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

A large margin framework for single camera offline tracking with hybrid cues.

[BibT_eX]

[DOI]

Comput. Vis. Image Underst., 2012

TRECVID 2012 GENIE: Multimedia Event Detection and Recounting.

[BibT_eX]

[DOI]

Proceedings of the 2012 TREC Video Retrieval Evaluation, 2012

Kernel Latent SVM for Visual Recognition.

[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

Multiple instance real boosting with aggregation functions.

[BibT_eX]

[DOI]

Proceedings of the 21st International Conference on Pattern Recognition, 2012

Distinguishing near-falls from daily activities with wearable accelerometers and gyroscopes using Support Vector Machines.

[BibT_eX]

[DOI]

Omar Aziz

Edward J. Park

Proceedings of the Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2012

Similarity Constrained Latent Support Vector Machine: An Application to Weakly Supervised Action Classification.

[BibT_eX]

[DOI]

Proceedings of the Computer Vision - ECCV 2012, 2012

Image Retrieval with Structured Object Queries Using Latent Ranking SVM.

[BibT_eX]

[DOI]

Proceedings of the Computer Vision - ECCV 2012, 2012

Complex loss optimization via dual decomposition.

[BibT_eX]

[DOI]

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

Social roles in hierarchical models for human activity recognition.

[BibT_eX]

[DOI]

Leonid Sigal

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

2011

Hidden Part Models for Human Action Recognition: Probabilistic versus Max Margin.

[BibT_eX]

[DOI]

IEEE Trans. Pattern Anal. Mach. Intell., 2011

Conditional Random Fields and Supervised Learning in Automated Skin Lesion Diagnosis.

[BibT_eX]

[DOI]

Int. J. Biomed. Imaging, 2011

GENIE TRECVID 2011 Multimedia Event Detection: Late-Fusion Approaches to Combine Multiple Audio-Visual features.

[BibT_eX]

[DOI]

Proceedings of the 2011 TREC Video Retrieval Evaluation, 2011

A discriminative key pose sequence model for recognizing human interactions.

[BibT_eX]

[DOI]

Proceedings of the IEEE International Conference on Computer Vision Workshops, 2011

Discriminative figure-centric models for joint action localization and recognition.

[BibT_eX]

[DOI]

Proceedings of the IEEE International Conference on Computer Vision, 2011

Selecting and commanding groups in a multi-robot vision based system.

[BibT_eX]

[DOI]

Brian Milligan

Proceedings of the 6th International Conference on Human Robot Interaction, 2011

Latent Boosting for Action Recognition.

[BibT_eX]

[DOI]

Proceedings of the British Machine Vision Conference, 2011

Max-margin Latent Dirichlet Allocation for Image Classification and Annotation.

[BibT_eX]

[DOI]

Proceedings of the British Machine Vision Conference, 2011

2010

SFU at TRECVid 2010: Surveillance Event Detection.

[BibT_eX]

[DOI]

Zhi Feng Huang

Proceedings of the TRECVID 2010 workshop participants notebook papers, 2010

A Discriminative Latent Model of Image Region and Object Tag Correspondence.

[BibT_eX]

[DOI]

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

Beyond Actions: Discriminative Models for Contextual Group Activities.

[BibT_eX]

[DOI]

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

Selecting and commanding individual robots in a vision-based multi-robot system.

[BibT_eX]

[DOI]

Alex Couture-Beil

Proceedings of the 5th ACM/IEEE International Conference on Human Robot Interaction, 2010

A Discriminative Latent Model of Object Classes and Attributes.

[BibT_eX]

[DOI]

Proceedings of the Computer Vision - ECCV 2010, 2010

Optimizing Complex Loss Functions in Structured Prediction.

[BibT_eX]

[DOI]

Proceedings of the Computer Vision, 2010

Retrieving Actions in Group Contexts.

[BibT_eX]

[DOI]

Proceedings of the Trends and Topics in Computer Vision, 2010

Recognizing human actions from still images with latent poses.

[BibT_eX]

[DOI]

Bahman Yari Saeed Khanloo

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

Max-Margin Offline Pedestrian Tracking with Multiple Cues.

[BibT_eX]

[DOI]

Proceedings of the Canadian Conference on Computer and Robot Vision, 2010

Selecting and Commanding Individual Robots in a Multi-Robot System.

[BibT_eX]

[DOI]

Alex Couture-Beil

Proceedings of the Canadian Conference on Computer and Robot Vision, 2010

2009

Human Action Recognition by Semilatent Topic Models.

[BibT_eX]

[DOI]

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

BearCam: automated wildlife monitoring at the arctic circle.

[BibT_eX]

[DOI]

Mach. Vis. Appl., 2009

Second and Third Canadian Conferences on Computer and Robot Vision.

[BibT_eX]

[DOI]

Robert Sim

Yiannis Rekleitis

Image Vis. Comput., 2009

SFU at TRECVid 2009: Event Detection.

[BibT_eX]

[DOI]

Proceedings of the TRECVID 2009 workshop participants notebook papers, 2009

A Rate Distortion Approach for Semi-Supervised Conditional Random Fields.

[BibT_eX]

[DOI]

Proceedings of the Advances in Neural Information Processing Systems 22: 23rd Annual Conference on Neural Information Processing Systems 2009. Proceedings of a meeting held 7-10 December 2009, 2009

Real-time Motion-based Gesture Recognition Using the GPU.

[BibT_eX]

[DOI]

Mark Bayazit

Alex Couture-Beil

Proceedings of the IAPR Conference on Machine Vision Applications (IAPR MVA 2009), 2009

Human action recognition from a single clip per action.

[BibT_eX]

[DOI]

Proceedings of the 12th IEEE International Conference on Computer Vision Workshops, 2009

Max-margin hidden conditional random fields for human action recognition.

[BibT_eX]

[DOI]

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

Stacks of convolutional Restricted Boltzmann Machines for shift-invariant feature learning.

[BibT_eX]

[DOI]

Mohammad Norouzi

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

Efficient Human Action Detection Using a Transferable Distance Function.

[BibT_eX]

[DOI]

Proceedings of the Computer Vision, 2009

2008

Action-Based Multifield Video Visualization.

[BibT_eX]

[DOI]

IEEE Trans. Vis. Comput. Graph., 2008

Human Pose Estimation with Rotated Geometric Blur.

[BibT_eX]

[DOI]

Bo Chen

Nhan Nguyen

Proceedings of the 9th IEEE Workshop on Applications of Computer Vision (WACV 2008), 2008

Learning a discriminative hidden part model for human action recognition.

[BibT_eX]

[DOI]

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

Boosting with incomplete information.

[BibT_eX]

[DOI]

Proceedings of the Machine Learning, 2008

Multiple Tree Models for Occlusion and Spatial Constraints in Human Pose Estimation.

[BibT_eX]

[DOI]

Proceedings of the Computer Vision, 2008

Action recognition by learning mid-level motion features.

[BibT_eX]

[DOI]

Alireza Fathi

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

2007

One Fish, Two Fish, Butterfish, Trumpeter: Recognizing Fish in Underwater Video.

[BibT_eX]

[DOI]

Andrew Rova

Lawrence M. Dill

Proceedings of the IAPR Conference on Machine Vision Applications (IAPR MVA 2007), 2007

Action Recognition of Insects Using Spectral Clustering.

[BibT_eX]

[DOI]

Maryam Moslemi Naeini

Greg Dutton

Kristina Rothley

Proceedings of the IAPR Conference on Machine Vision Applications (IAPR MVA 2007), 2007

Human Pose Estimation using Motion Exemplars.

[BibT_eX]

[DOI]

Alireza Fathi

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

Semi-Latent Dirichlet Allocation: A Hierarchical Model for Human Action Recognition.

[BibT_eX]

[DOI]

Payam Sabzmeydani

Proceedings of the Human Motion, 2007

Boosted Multiple Deformable Trees for Parsing Human Poses.

[BibT_eX]

[DOI]

Proceedings of the Human Motion, 2007

Detecting Pedestrians by Learning Shapelet Features.

[BibT_eX]

[DOI]

Payam Sabzmeydani

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

2006

Recovering 3D Human Body Configurations Using Shape Contexts.

[BibT_eX]

[DOI]

IEEE Trans. Pattern Anal. Mach. Intell., 2006

Unsupervised Discovery of Action Classes.

[BibT_eX]

[DOI]

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

Expression-Invariant Face Recognition with Expression Classification.

[BibT_eX]

[DOI]

Xiaoxing Li

Hao Zhang

Proceedings of the Third Canadian Conference on Computer and Robot Vision (CRV 2006), 2006

Automatic Classification of Outdoor Images by Region Matching.

[BibT_eX]

[DOI]

Oliver van Kaick

Proceedings of the Third Canadian Conference on Computer and Robot Vision (CRV 2006), 2006

Matching with Shape Contexts.

[BibT_eX]

[DOI]

Serge J. Belongie

Proceedings of the Statistics and Analysis of Shapes, 2006

2005

Efficient Shape Matching Using Shape Contexts.

[BibT_eX]

[DOI]

Serge J. Belongie

IEEE Trans. Pattern Anal. Mach. Intell., 2005

Guiding Model Search Using Segmentation.

[BibT_eX]

[DOI]

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

2004

Recovering Human Body Configurations: Combining Segmentation and Recognition.

[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

Recognizing Action at a Distance.

[BibT_eX]

[DOI]

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

Recognizing Objects in Adversarial Clutter: Breaking a Visual CAPTCHA.

[BibT_eX]

[DOI]

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

2002

Estimating Human Body Configurations Using Shape Context Matching.

[BibT_eX]

[DOI]

Proceedings of the Computer Vision, 2002

2001

Shape contexts enable efficient retrieval of similar shapes.

[BibT_eX]

[DOI]

Serge J. Belongie