Publications – Vision and Media Lab

2017

K. R. Nia and G. Mori, “Building damage assessment using deep learning and ground-level image data,” in Canadian conference on computer and robot vision (crv), 2017.
[Bibtex] [Dataset]

@inproceedings{RashediM17,
author = {Karoon Rashedi Nia and Greg Mori},
booktitle = {Canadian Conference on Computer and Robot Vision (CRV)},
dataset = {http://vml.cs.sfu.ca/wp-content/uploads/building/buildingdataset.tar.gz},
pdf = {http://vml.cs.sfu.ca/wp-content/papercite-data/pdf/rashedinia_crv17.pdf},
title = {Building Damage Assessment Using Deep Learning and Ground-Level Image Data},
year = {2017}
}

2016

Z. Deng, A. Vahdat, H. Hu, and G. Mori, “Structure inference machines: recurrent neural networks for analyzing relations in group activity recognition,” in Computer vision and pattern recognition (cvpr), 2016.
[Bibtex]

@inproceedings{DengVHM16,
author = {Zhiwei Deng and Arash Vahdat and Hexiang Hu and Greg Mori},
booktitle = {Computer Vision and Pattern Recognition (CVPR)},
pdf = {http://vml.cs.sfu.ca/wp-content/papercite-data/pdf/deng-cvpr16.pdf},
title = {Structure Inference Machines: Recurrent Neural Networks for Analyzing Relations in Group Activity Recognition},
year = {2016}
}

M. S. Ibrahim, S. Muralidharan, Z. Deng, A. Vahdat, and G. Mori, “A hierarchical deep temporal model for group activity recognition.,” in Computer vision and pattern recognition (cvpr), 2016.
[Bibtex] [Dataset]

@inproceedings{msibrahi16deepactivity,
author = {Mostafa S. Ibrahim and Srikanth Muralidharan and Zhiwei Deng and Arash Vahdat and Greg Mori},
booktitle = {Computer Vision and Pattern Recognition (CVPR)},
dataset = {http://vml.cs.sfu.ca/wp-content/uploads/volleyballdataset/volleyball.zip},
pdf = {http://vml.cs.sfu.ca/wp-content/papercite-data/pdf/ibrahim-cvpr16.pdf},
title = {A Hierarchical Deep Temporal Model for Group Activity Recognition.},
year = {2016}
}

H. Hu, G. Zhou, Z. Deng, Z. Liao, and G. Mori, “Learning structured inference neural networks with label relations,” in Computer vision and pattern recognition (cvpr), 2016.
[Bibtex]

@inproceedings{HuZDLM16,
author = {Hexiang Hu and Guang-Tong Zhou and Zhiwei Deng and Zhicheng Liao and Greg Mori},
booktitle = {Computer Vision and Pattern Recognition (CVPR)},
pdf = {http://vml.cs.sfu.ca/wp-content/papercite-data/pdf/hu-cvpr16.pdf},
title = {Learning Structured Inference Neural Networks with Label Relations},
year = {2016}
}

2015

M. Zhai, L. Chen, M. Khodabandeh, J. Li, and G. Mori, “Object detection in surveillance video from dense trajectories,” in Iapr conference on machine vision applications (mva), 2015.
[Bibtex]

@inproceedings{ZhaiCKLM15,
author = {M. Zhai and L. Chen and M. Khodabandeh and J. Li and G. Mori},
booktitle = {IAPR Conference on Machine Vision Applications (MVA)},
pdf = {http://vml.cs.sfu.ca/wp-content/papercite-data/pdf/zhai-mva15.pdf},
title = {Object Detection in Surveillance Video from Dense Trajectories},
year = {2015}
}

Y. Sefidgar, A. Vahdat, S. Se, and G. Mori, “Discriminative key-component models for interaction detection and recognition,” Computer vision and image understanding (cviu), vol. 135, pp. 16-30, 2015.
[Bibtex]

@article{SefidgarVSM15,
author = {Yasaman Sefidgar and Arash Vahdat and Stephen Se and Greg Mori},
journal = {Computer Vision and Image Understanding (CVIU)},
pages = {16-30},
pdf = {http://vml.cs.sfu.ca/wp-content/papercite-data/pdf/sefidgar-cviu15.pdf},
title = {Discriminative Key-Component Models for Interaction Detection and Recognition},
volume = {135},
year = {2015}
}

H. Hajimirsadeghi, A. Vahdat, W. Yan, and G. Mori, “Visual recognition by counting instances: a multi-instance cardinality potential kernel,” in Computer vision and pattern recognition (cvpr), 2015.
[Bibtex]

@inproceedings{HajimirsadeghiVYM15,
author = {Hossein Hajimirsadeghi and Arash Vahdat and Wang Yan and Greg Mori},
booktitle = {Computer Vision and Pattern Recognition (CVPR)},
title = {Visual Recognition by Counting Instances: A Multi-Instance Cardinality Potential Kernel},
year = {2015}
}

M. Khodabandeh, A. Vahdat, G. -T. Zhou, H. Hajimirsadeghi, M. Roshtkhari, G. Mori, and S. Se, “Discovering human interactions in videos with limited data labeling,” in Workshop on group and crowd behavior analysis and understanding, 2015.
[Bibtex]

@inproceedings{KhodabandehVZHRMS15,
author = {M. Khodabandeh and A. Vahdat and G.-T. Zhou and H. Hajimirsadeghi and M. Roshtkhari and G. Mori and S. Se},
booktitle = {Workshop on Group and Crowd Behavior Analysis and Understanding},
pdf = {http://vml.cs.sfu.ca/wp-content/papercite-data/pdf/khodabandeh-grow15.pdf},
title = {Discovering Human Interactions in Videos with Limited Data Labeling},
year = {2015}
}

N. Shapovalova and G. Mori, “Clustered exemplar-svm: discovering sub-categories for visual recognition,” in Ieee international conference on image processing, 2015.
[Bibtex]

@inproceedings{ShapovalovaM15,
author = {Nataliya Shapovalova and Greg Mori},
booktitle = {IEEE International Conference on Image Processing},
pdf = {http://vml.cs.sfu.ca/wp-content/papercite-data/pdf/shapovalova-icip2015.pdf},
title = {Clustered Exemplar-SVM: Discovering Sub-Categories for Visual Recognition},
year = {2015}
}

H. Hajimirsadeghi and G. Mori, “Learning ensembles of potential functions for structured prediction with latent variables,” in International conference on computer vision (iccv), 2015.
[Bibtex]

@inproceedings{HajimirsadeghiM15,
author = {Hossein Hajimirsadeghi and Greg Mori},
booktitle = {International Conference on Computer Vision (ICCV)},
pdf = {http://vml.cs.sfu.ca/wp-content/papercite-data/pdf/hajimirsadeghi_iccv15.pdf},
title = {Learning Ensembles of Potential Functions for Structured Prediction with Latent Variables},
year = {2015}
}

W. Yan, J. Yap, and G. Mori, “Multi-task transfer methods to improve one-shot learning for multimedia event detection,” in British machine vision conference (bmvc), 2015.
[Bibtex] [Dataset]

@inproceedings{YanYM15,
author = {W. Yan and J. Yap and G. Mori},
booktitle = {British Machine Vision Conference (BMVC)},
dataset = {http://vml.cs.sfu.ca/wp-content/uploads/vinedataset/vinedataset_1.tar.gz},
pdf = {http://vml.cs.sfu.ca/wp-content/papercite-data/pdf/yan-bmvc15.pdf},
title = {Multi-Task Transfer Methods to Improve One-Shot Learning for Multimedia Event Detection},
year = {2015}
}

Z. Deng, M. Zhai, L. Chen, Y. Liu, S. Muralidharan, M. Roshtkhari, and G. and Mori, “Deep structured models for group activity recognition,” in British machine vision conference (bmvc), 2015.
[Bibtex]

@inproceedings{DengZCLMRM15,
author = {Z. Deng and M. Zhai and L. Chen and Y. Liu and S. Muralidharan and M. Roshtkhari and and G. Mori},
booktitle = {British Machine Vision Conference (BMVC)},
pdf = {http://vml.cs.sfu.ca/wp-content/papercite-data/pdf/deng-bmvc15.pdf},
title = {Deep Structured Models For Group Activity Recognition},
year = {2015}
}

2014

A. Vahdat, G. Zhou, and G. Mori, “Discovering video clusters from visual features and noisy tags,” in European conference on computer vision (eccv), 2014.
[Bibtex]

@inproceedings{VahdatZM14,
author = {Arash Vahdat and Guang-Tong Zhou and Greg Mori},
booktitle = {European Conference on Computer Vision (ECCV)},
pdf = {http://vml.cs.sfu.ca/wp-content/papercite-data/pdf/vahdat-eccv14.pdf},
title = {Discovering Video Clusters from Visual Features and Noisy Tags},
year = {2014}
}

2013

T. Lan and G. Mori, “A max-margin riffled independence model for image tag ranking,” in Computer vision and pattern recognition (cvpr), 2013.
[Bibtex]

@inproceedings{LanM13,
author = {Tian Lan and Greg Mori},
booktitle = {Computer Vision and Pattern Recognition (CVPR)},
pdf = {http://vml.cs.sfu.ca/wp-content/papercite-data/pdf/lan-cvpr13.pdf},
title = {A Max-Margin Riffled Independence Model for Image Tag Ranking},
year = {2013}
}

S. Pourmehr, V. Monajjemi, J. Wawerla, R. Vaughan, and G. Mori, “A robust integrated system for selecting and commanding multiple mobile robots,” in Ieee international conference on robotics and automation, 2013.
[Bibtex]

@inproceedings{PourmehrMWVM13,
author = {Shokoofeh Pourmehr and Valiallah Monajjemi and Jens Wawerla and Richard Vaughan and Greg Mori},
booktitle = {IEEE International Conference on Robotics and Automation},
pdf = {http://vml.cs.sfu.ca/wp-content/papercite-data/pdf/pourmehr-icra13.pdf},
title = {A Robust Integrated System for Selecting and Commanding Multiple Mobile Robots},
year = {2013}
}

T. Lan, M. Raptis, L. Sigal, and G. Mori, “From subcategories to visual composites: a multi-level framework for object detection,” in International conference on computer vision (iccv), 2013.
[Bibtex]

@inproceedings{LanRSM13,
author = {Tian Lan and Michalis Raptis and Leonid Sigal and Greg Mori},
booktitle = {International Conference on Computer Vision (ICCV)},
pdf = {http://vml.cs.sfu.ca/wp-content/papercite-data/pdf/lan-iccv13.pdf},
title = {From Subcategories to Visual Composites: A Multi-Level Framework for Object Detection},
year = {2013}
}

I. Kim, S. Oh, A. Vahdat, K. Cannons, A. G. Perera, and G. Mori, “Segmental multi-way local pooling for video recognition,” in Acm multimedia conference (acm mm), 2013.
[Bibtex]

@inproceedings{KimOVCPM13,
author = {I. Kim and S. Oh and A. Vahdat and K. Cannons and A. G. Perera and G. Mori},
booktitle = {ACM Multimedia Conference (ACM MM)},
pdf = {http://vml.cs.sfu.ca/wp-content/papercite-data/pdf/kim-mm13.pdf},
title = {Segmental Multi-way Local Pooling for Video Recognition},
year = {2013}
}

Y. Zhu, T. Lan, Y. Yang, S. N. Robinovitch, and G. Mori, “Latent spatio-temporal models for action localization and recognition in nursing home surveillance video,” in Iapr conference on machine vision applications (mva), 2013.
[Bibtex]

@inproceedings{ZhuLYRM13,
author = {Yuke Zhu and Tian Lan and Yijian Yang and Steven N. Robinovitch and Greg Mori},
booktitle = {IAPR Conference on Machine Vision Applications (MVA)},
pdf = {http://vml.cs.sfu.ca/wp-content/papercite-data/pdf/zhu_mva13.pdf},
title = {Latent Spatio-temporal Models for Action Localization and Recognition in Nursing Home Surveillance Video},
year = {2013}
}

G. Zhou, T. Lan, W. Yang, and G. Mori, “Learning class-to-image distance with object matchings,” in Computer vision and pattern recognition (cvpr), 2013.
[Bibtex]

@inproceedings{ZhouLYM13,
author = {Guang-Tong Zhou and Tian Lan and Weilong Yang and Greg Mori},
booktitle = {Computer Vision and Pattern Recognition (CVPR)},
pdf = {http://vml.cs.sfu.ca/wp-content/papercite-data/pdf/zhou-cvpr13.pdf},
title = {Learning Class-to-Image Distance with Object Matchings},
year = {2013}
}

H. Hajimirsadeghi, J. Li, G. Mori, M. Zaki, and T. Sayed, “Multiple instance learning by discriminative training of markov networks,” in Conference on uncertainty in artificial intelligence, 2013.
[Bibtex]

@inproceedings{HajimirsadeghiLMZS13,
author = {H. Hajimirsadeghi and J. Li and G. Mori and M. Zaki and T. Sayed},
booktitle = {Conference on Uncertainty in Artificial Intelligence},
pdf = {http://vml.cs.sfu.ca/wp-content/papercite-data/pdf/hajimirsadeghi-uai13.pdf},
title = {Multiple Instance Learning by Discriminative Training of Markov Networks},
year = {2013}
}

S. Pourmehr, V. Monajjemi, R. Vaughan, and G. Mori, “"you two! take off!": creating, modifying and commanding groups of robots using face engagement and indirect speech in voice commands,” in Ieee/rsj international conference on intelligent robots and systems (iros), 2013.
[Bibtex]

@inproceedings{PourmehrMVM13,
author = {S. Pourmehr and V. Monajjemi and R. Vaughan and G. Mori},
booktitle = {IEEE/RSJ International Conference on Intelligent Robots and Systems (IROS)},
title = {"You two! Take off!": Creating, Modifying and Commanding Groups of Robots Using Face Engagement and Indirect Speech in Voice Commands},
year = {2013}
}

N. Shapovalova, M. Raptis, L. Sigal, and G. Mori, “Action is in the eye of the beholder: eye-gaze driven model for spatio-temporal action localization,” in Neural information processing systems (nips), 2013.
[Bibtex]

@inproceedings{ShapovalovaRSM13,
author = {Nataliya Shapovalova and Michalis Raptis and Leonid Sigal and Greg Mori},
booktitle = {Neural Information Processing Systems (NIPS)},
title = {Action is in the Eye of the Beholder: Eye-gaze Driven Model for Spatio-Temporal Action Localization},
year = {2013}
}

A. Vahdat and G. Mori, “Handling uncertain tags in visual recognition,” in International conference on computer vision (iccv), 2013.
[Bibtex]

@inproceedings{VahdatM13,
author = {Arash Vahdat and Greg Mori},
booktitle = {International Conference on Computer Vision (ICCV)},
pdf = {http://vml.cs.sfu.ca/wp-content/papercite-data/pdf/vahdat-iccv13a.pdf},
title = {Handling Uncertain Tags in Visual Recognition},
year = {2013}
}

G. Zhou, T. Lan, A. Vahdat, and G. Mori, “Latent maximum margin clustering,” in Neural information processing systems (nips), 2013.
[Bibtex]

@inproceedings{ZhouLVM13,
author = {Guang-Tong Zhou and Tian Lan and Arash Vahdat and Greg Mori},
booktitle = {Neural Information Processing Systems (NIPS)},
pdf = {http://vml.cs.sfu.ca/wp-content/papercite-data/pdf/zhou-nips13.pdf},
title = {Latent Maximum Margin Clustering},
year = {2013}
}

V. Monajjemi, J. Wawerla, R. Vaughan, and G. Mori, “Hri in the sky: creating and commanding teams of uavs with a vision-mediated gestural interface,” in Ieee/rsj international conference on intelligent robots and systems (iros), 2013.
[Bibtex]

@inproceedings{MonajjemiWVM13,
author = {V. Monajjemi and J. Wawerla and R. Vaughan and G. Mori},
booktitle = {IEEE/RSJ International Conference on Intelligent Robots and Systems (IROS)},
pdf = {http://vml.cs.sfu.ca/wp-content/papercite-data/pdf/monajjemi_iros13.pdf},
title = {HRI in the Sky: Creating and Commanding Teams of UAVs with a Vision-mediated Gestural Interface},
year = {2013}
}

A. Vahdat, K. Cannons, G. Mori, I. Kim, and S. Oh, “Compositional models for video event detection: a multiple kernel learning latent variable approach,” in International conference on computer vision (iccv), 2013.
[Bibtex]

@inproceedings{VahdatCMKO13,
author = {Arash Vahdat and Kevin Cannons and Greg Mori and Ilseo Kim and Sangmin Oh},
booktitle = {International Conference on Computer Vision (ICCV)},
pdf = {http://vml.cs.sfu.ca/wp-content/papercite-data/pdf/vahdat-iccv13b.pdf},
title = {Compositional Models for Video Event Detection: A Multiple Kernel Learning Latent Variable Approach},
year = {2013}
}

2012

T. Lan, L. Sigal, and G. Mori, “Social roles in hierarchical models for human activity recognition,” in Computer vision and pattern recognition (cvpr), 2012.
[Bibtex]

@inproceedings{LanSM12,
author = {Tian Lan and Leonid Sigal and Greg Mori},
booktitle = {Computer Vision and Pattern Recognition (CVPR)},
pdf = {http://vml.cs.sfu.ca/wp-content/papercite-data/pdf/lan-cvpr12.pdf},
title = {Social Roles in Hierarchical Models for Human Activity Recognition},
year = {2012}
}

M. Ranjbar, A. Vahdat, and G. Mori, “Complex loss optimization via dual decomposition,” in Computer vision and pattern recognition (cvpr), 2012.
[Bibtex]

@inproceedings{RanjbarVM12,
author = {Mani Ranjbar and Arash Vahdat and Greg Mori},
booktitle = {Computer Vision and Pattern Recognition (CVPR)},
pdf = {http://vml.cs.sfu.ca/wp-content/papercite-data/pdf/ranjbar_cvpr12.pdf},
title = {Complex Loss Optimization via Dual Decomposition},
year = {2012}
}

M. Ranjbar, T. Lan, Y. Wang, S. Robinovitch, and G. Mori, “Optimizing non-decomposable loss functions in structured prediction,” Ieee transactions on pattern analysis and machine intelligence, 2012.
[Bibtex]

@article{RanjbarLWRM12,
author = {Mani Ranjbar and Tian Lan and Yang Wang and Stephen Robinovitch and Greg Mori},
journal = {IEEE Transactions on Pattern Analysis and Machine Intelligence},
pdf = {http://vml.cs.sfu.ca/wp-content/papercite-data/pdf/ranjbar_pami12.pdf},
title = {Optimizing Non-Decomposable Loss Functions in Structured Prediction},
year = {2012}
}

B. Y. S. Khanloo, F. Stefanus, M. Ranjbar, Z. Li, N. Saunier, T. Sayed, and G. Mori, “A large margin framework for single camera offline tracking with hybrid cues,” Computer vision and image understanding (cviu), vol. 116, pp. 676-689, 2012.
[Bibtex]

@article{KhanlooSRLSSM12,
author = {Bahman Yari Saeed Khanloo and Ferdinand Stefanus and Mani Ranjbar and Ze-Nian Li and Nicolas Saunier and Tarek Sayed and Greg Mori},
journal = {Computer Vision and Image Understanding (CVIU)},
pages = {676-689},
pdf = {http://vml.cs.sfu.ca/wp-content/papercite-data/pdf/khanloo_cviu12.pdf},
title = {A Large Margin Framework for Single Camera Offline Tracking with Hybrid Cues},
volume = {116},
year = {2012}
}

T. Lan, Y. Wang, W. Yang, S. Robinovitch, and G. Mori, “Discriminative latent models for recognizing contextual group activities,” Ieee transactions on pattern analysis and machine intelligence, vol. 34, iss. 8, pp. 1549-1562, 2012.
[Bibtex]

@article{LanWYRM12,
author = {Tian Lan and Yang Wang and Weilong Yang and Stephen Robinovitch and Greg Mori},
journal = {IEEE Transactions on Pattern Analysis and Machine Intelligence},
number = {8},
pages = {1549-1562},
pdf = {http://vml.cs.sfu.ca/wp-content/papercite-data/pdf/lan_pami11.pdf},
title = {Discriminative Latent Models for Recognizing Contextual Group Activities},
volume = {34},
year = {2012}
}

W. Yang, Y. Wang, A. Vahdat, and G. Mori, “Kernel latent svm for visual recognition,” in Advances in neural information processing systems (nips), 2012.
[Bibtex]

@inproceedings{YangWVM12,
author = {Weilong Yang and Yang Wang and Arash Vahdat and Greg Mori},
booktitle = {Advances in Neural Information Processing Systems (NIPS)},
pdf = {http://vml.cs.sfu.ca/wp-content/papercite-data/pdf/yang-nips12.pdf},
title = {Kernel Latent SVM for Visual Recognition},
year = {2012}
}

N. Shapovalova, A. Vahdat, K. Cannons, T. Lan, and G. Mori, “Similarity constrained latent support vector machine: an application to weakly supervised action classification,” in European conference on computer vision, 2012.
[Bibtex]

@inproceedings{ShapovalovaVCLM12,
author = {Nataliya Shapovalova and Arash Vahdat and Kevin Cannons and Tian Lan and Greg Mori},
booktitle = {European Conference on Computer Vision},
pdf = {http://vml.cs.sfu.ca/wp-content/papercite-data/pdf/shapovalova-eccv12.pdf},
title = {Similarity Constrained Latent Support Vector Machine: An Application to Weakly Supervised Action Classification},
year = {2012}
}

H. Hajimirsadeghi and G. Mori, “Multiple instance real boosting with aggregation functions,” in Iapr international conference on pattern recognition, 2012.
[Bibtex]

@inproceedings{HajimirsadeghiM12,
author = {H. Hajimirsadeghi and G. Mori},
booktitle = {IAPR International Conference on Pattern Recognition},
pdf = {http://vml.cs.sfu.ca/wp-content/papercite-data/pdf/hajimirsadeghi_icpr12.pdf},
title = {Multiple Instance Real Boosting with Aggregation Functions},
year = {2012}
}

T. Lan, W. Yang, Y. Wang, and G. Mori, “Image retrieval with structured object queries using latent ranking svm,” in European conference on computer vision, 2012.
[Bibtex]

@inproceedings{LanYWM12,
author = {Tian Lan and Weilong Yang and Yang Wang and Greg Mori},
booktitle = {European Conference on Computer Vision},
pdf = {http://vml.cs.sfu.ca/wp-content/papercite-data/pdf/lan-eccv12.pdf},
title = {Image Retrieval with Structured Object Queries Using Latent Ranking SVM},
year = {2012}
}

2011

Y. Wang and G. Mori, “Hidden part models for human action recognition: probabilistic vs. max-margin,” Ieee transactions on pattern analysis and machine intelligence, vol. 33, iss. 7, pp. 1310-1323, 2011.
[Bibtex]

@article{WangM11,
author = {Yang Wang and Greg Mori},
journal = {IEEE Transactions on Pattern Analysis and Machine Intelligence},
number = {7},
pages = {1310-1323},
pdf = {http://vml.cs.sfu.ca/wp-content/papercite-data/pdf/wang-pami11.pdf},
title = {Hidden Part Models for Human Action Recognition: Probabilistic vs. Max-Margin},
volume = {33},
year = {2011}
}

T. Lan, Y. Wang, and G. Mori, “Discriminative figure-centric models for joint action localization and recognition,” in International conference on computer vision (iccv), 2011.
[Bibtex]

@inproceedings{LanWM11,
author = {Tian Lan and Yang Wang and Greg Mori},
booktitle = {International Conference on Computer Vision (ICCV)},
pdf = {http://vml.cs.sfu.ca/wp-content/papercite-data/pdf/lan-iccv11.pdf},
title = {Discriminative Figure-Centric Models for Joint Action Localization and Recognition},
year = {2011}
}

Y. Wang and G. Mori, “Max-margin latent dirichlet allocation for image classification and annotation,” in 22nd british machine vision conference (bmvc), 2011.
[Bibtex]

@inproceedings{WangM11,
author = {Yang Wang and Greg Mori},
booktitle = {22nd British Machine Vision Conference (BMVC)},
pdf = {http://vml.cs.sfu.ca/wp-content/papercite-data/pdf/wang-bmvc11.pdf},
title = {Max-Margin Latent Dirichlet Allocation for Image Classification and Annotation},
year = {2011}
}

A. Vahdat, B. Gao, M. Ranjbar, and G. Mori, “A discriminative key pose sequence model for recognizing human interactions,” in Eleventh ieee international workshop on visual surveillance, 2011.
[Bibtex]

@inproceedings{VahdatGRM11,
author = {Arash Vahdat and Bo Gao and Mani Ranjbar and Greg Mori},
booktitle = {Eleventh IEEE International Workshop on Visual Surveillance},
pdf = {http://vml.cs.sfu.ca/wp-content/papercite-data/pdf/vahdat-vs11.pdf},
title = {A Discriminative Key Pose Sequence Model for Recognizing Human Interactions},
year = {2011}
}

B. Milligan, G. Mori, and R. Vaughan, “Selecting and commanding groups in a multi-robot vision based system,” in 6th acm/ieee international conference on human-robot interaction (video session), 2011.
[Bibtex]

@inproceedings{MilliganMV11,
author = {B. Milligan and G. Mori and R. Vaughan},
booktitle = {6th ACM/IEEE International Conference on Human-Robot Interaction
(Video Session)},
pdf = {http://vml.cs.sfu.ca/wp-content/papercite-data/pdf/milligan_hri2011.pdf},
title = {Selecting and Commanding Groups in a Multi-Robot Vision Based System},
year = {2011}
}

Z. F. Huang, W. Yang, Y. Wang, and G. Mori, “Latent boosting for action recognition,” in 22nd british machine vision conference (bmvc), 2011.
[Bibtex]

@inproceedings{HuangYWM11,
author = {Zhi Feng Huang and Weilong Yang and Yang Wang and Greg Mori},
booktitle = {22nd British Machine Vision Conference (BMVC)},
pdf = {http://vml.cs.sfu.ca/wp-content/papercite-data/pdf/huang_bmvc11.pdf},
title = {Latent Boosting for Action Recognition},
year = {2011}
}

2010

Y. Wang and G. Mori, “A discriminative latent model of object classes and attributes,” in European conference on computer vision, 2010.
[Bibtex]

@inproceedings{WangM10,
author = {Yang Wang and Greg Mori},
booktitle = {European Conference on Computer Vision},
pdf = {http://vml.cs.sfu.ca/wp-content/papercite-data/pdf/wang_eccv10.pdf},
title = {A Discriminative Latent Model of Object Classes and Attributes},
year = {2010}
}

M. Ranjbar, G. Mori, and Y. Wang, “Optimizing complex loss functions in structured prediction,” in European conference on computer vision, 2010.
[Bibtex]

@inproceedings{RanjbarMW10,
author = {Mani Ranjbar and Greg Mori and Yang Wang},
booktitle = {European Conference on Computer Vision},
pdf = {http://vml.cs.sfu.ca/wp-content/papercite-data/pdf/ranjbar_eccv10.pdf},
title = {Optimizing Complex Loss Functions in Structured Prediction},
year = {2010}
}

A. Couture-Beil, R. Vaughan, and G. Mori, “Selecting and commanding individual robots in a vision-based multi-robot system,” in 5th acm/ieee international conference on human-robot interaction (video session), 2010.
[Bibtex]

@inproceedings{CoutureVM10a,
author = {A. Couture-Beil and R. Vaughan and G. Mori},
booktitle = {5th ACM/IEEE International Conference on Human-Robot Interaction
(Video Session)},
pdf = {http://vml.cs.sfu.ca/wp-content/papercite-data/pdf/couture-beil-hri10.pdf},
title = {Selecting and Commanding Individual Robots in a Vision-Based Multi-Robot System},
year = {2010}
}

A. Couture-Beil, R. Vaughan, and G. Mori, “Selecting and commanding individual robots in a vision-based multi-robot system,” in Seventh canadian conference on computer and robot vision (crv), 2010.
[Bibtex]

@inproceedings{CoutureVM10b,
author = {A. Couture-Beil and R. Vaughan and G. Mori},
booktitle = {Seventh Canadian Conference on Computer and Robot Vision (CRV)},
pdf = {http://vml.cs.sfu.ca/wp-content/papercite-data/pdf/couture-beil-crv10.pdf},
title = {Selecting and Commanding Individual Robots in a Vision-Based Multi-Robot System},
year = {2010}
}

Y. Wang and G. Mori, “A discriminative latent model of image region and object tag correspondence,” in Advances in neural information processing systems (nips), 2010.
[Bibtex]

@inproceedings{WangM10,
author = {Yang Wang and Greg Mori},
booktitle = {Advances in Neural Information Processing Systems (NIPS)},
pdf = {http://vml.cs.sfu.ca/wp-content/papercite-data/pdf/wang-nips10.pdf},
title = {A Discriminative Latent Model of Image Region and Object Tag Correspondence},
year = {2010}
}

T. Lan, Y. Wang, W. Yang, and G. Mori, “Beyond actions: discriminative models for contextual group activities,” in Advances in neural information processing systems (nips), 2010.
[Bibtex]

@inproceedings{LanWYM10,
author = {Tian Lan and Yang Wang and Weilong Yang and Greg Mori},
booktitle = {Advances in Neural Information Processing Systems (NIPS)},
title = {Beyond Actions: Discriminative Models for Contextual Group Activities},
year = {2010}
}

W. Yang, Y. Wang, and G. Mori, “Recognizing human actions from still images with latent poses,” in Cvpr, 2010.
[Bibtex]

@inproceedings{YangWM10,
author = {Weilong Yang and Yang Wang and Greg Mori},
booktitle = {CVPR},
pdf = {http://vml.cs.sfu.ca/wp-content/papercite-data/pdf/yang_cvpr10.pdf},
title = {Recognizing Human Actions from Still Images with Latent Poses},
year = {2010}
}

T. Lan, Y. Wang, G. Mori, and S. Robinovitch, “Retrieving actions in group contexts,” in International workshop on sign gesture activity, 2010.
[Bibtex]

@inproceedings{LanWM10,
author = {Tian Lan and Yang Wang and Greg Mori and Stephen Robinovitch},
booktitle = {International Workshop on Sign Gesture Activity},
pdf = {http://vml.cs.sfu.ca/wp-content/papercite-data/pdf/lan_sga10.pdf},
title = {Retrieving Actions in Group Contexts},
year = {2010}
}

B. Y. S. Khanloo, F. Stefanus, M. Ranjbar, Z. Li, N. Saunier, T. Sayed, and G. Mori, “Max-margin offline pedestrian tracking with multiple cues,” in Seventh canadian conference on computer and robot vision (crv), 2010.
[Bibtex]

@inproceedings{KhanlooSRLSSM10,
author = {Bahman Yari Saeed Khanloo and Ferdinand Stefanus and Mani Ranjbar and Ze-Nian Li and Nicolas Saunier and Tarek Sayed and Greg Mori},
booktitle = {Seventh Canadian Conference on Computer and Robot Vision (CRV)},
pdf = {http://vml.cs.sfu.ca/wp-content/papercite-data/pdf/khanloo_crv10.pdf},
title = {Max-Margin Offline Pedestrian Tracking with Multiple Cues},
year = {2010}
}

2009

Y. Wang, G. Haffari, S. Wang, and G. Mori, “A rate distortion approach for semi-supervised conditional random fields,” in Advances in neural information processing systems (nips) 22, 2009.
[Bibtex]

@inproceedings{WangHWM09,
author = {Yang Wang and Gholamreza Haffari and Shaojun Wang and Greg Mori},
booktitle = {Advances in Neural Information Processing Systems (NIPS) 22},
pdf = {http://vml.cs.sfu.ca/wp-content/papercite-data/pdf/wang_nips09.pdf},
title = {A Rate Distortion Approach for Semi-Supervised Conditional Random Fields},
year = {2009}
}

J. Wawerla, S. Marshall, G. Mori, K. Rothley, and P. Sabzmeydani, “Bearcam: automated wildlife monitoring at the arctic circle,” Journal of machine vision applications, vol. 20, iss. 5, pp. 303-317, 2009.
[Bibtex]

@article{WawerlaMMRS08,
author = {J. Wawerla and S. Marshall and G. Mori and K. Rothley and P. Sabzmeydani},
journal = {Journal of Machine Vision Applications},
number = {5},
pages = {303-317},
pdf = {http://vml.cs.sfu.ca/wp-content/papercite-data/pdf/wawerla_bearcam_jmva08.pdf},
title = {BearCam: Automated Wildlife Monitoring At The Arctic Circle},
volume = {20},
year = {2009}
}

W. Yang, Y. Wang, and G. Mori, “Human action recognition from a single clip per action,” in 2nd international workshop on machine learning for vision-based motion analysis, 2009.
[Bibtex]

@inproceedings{YangWM09,
author = {Weilong Yang and Yang Wang and Greg Mori},
booktitle = {2nd International Workshop on Machine Learning for Vision-based Motion Analysis},
pdf = {http://vml.cs.sfu.ca/wp-content/papercite-data/pdf/yang_mlvma09.pdf},
title = {Human Action Recognition from a Single Clip per Action},
year = {2009}
}

M. Bayazit, A. Couture-Beil, and G. Mori, “Real-time motion-based gesture recognition using the gpu,” in Iapr conference on machine vision applications (mva), 2009.
[Bibtex]

@inproceedings{BayazitCM09,
author = {Mark Bayazit and Alex Couture-Beil and Greg Mori},
booktitle = {IAPR Conference on Machine Vision Applications (MVA)},
pdf = {http://vml.cs.sfu.ca/wp-content/papercite-data/pdf/bayazit_mva09.pdf},
title = {Real-time Motion-based Gesture Recognition using the GPU},
year = {2009}
}

Y. Wang and G. Mori, “Human action recognition by semi-latent topic models,” Ieee transactions on pattern analysis and machine intelligence special issue on probabilistic graphical models in computer vision, vol. 31, iss. 10, pp. 1762-1774, 2009.
[Bibtex]

@article{WangM09,
author = {Yang Wang and Greg Mori},
journal = {IEEE Transactions on Pattern Analysis and Machine Intelligence Special Issue on Probabilistic Graphical Models in Computer Vision},
number = {10},
pages = {1762-1774},
pdf = {http://vml.cs.sfu.ca/wp-content/papercite-data/pdf/wang_pami09.pdf},
title = {Human Action Recognition by Semi-Latent Topic Models},
volume = {31},
year = {2009}
}

W. Yang, Y. Wang, and G. Mori, “Efficient human action detection using a transferable distance function,” in Asian conference on computer vision (accv), 2009.
[Bibtex]

@inproceedings{YangWM09a,
author = {Weilong Yang and Yang Wang and Greg Mori},
booktitle = {Asian Conference on Computer Vision (ACCV)},
pdf = {http://vml.cs.sfu.ca/wp-content/papercite-data/pdf/yang_accv09.pdf},
title = {Efficient Human Action Detection using a Transferable Distance Function},
year = {2009}
}

M. Norouzi, M. Ranjbar, and G. Mori, “Stacks of convolutional restricted boltzmann machines for shift-invariant feature learning,” in Cvpr, 2009.
[Bibtex]

@inproceedings{NorouziRM09,
author = {Mohammad Norouzi and Mani Ranjbar and Greg Mori},
booktitle = {CVPR},
pdf = {http://vml.cs.sfu.ca/wp-content/papercite-data/pdf/norouzi_cvpr09.pdf},
title = {Stacks of Convolutional Restricted Boltzmann Machines for Shift-Invariant Feature Learning},
year = {2009}
}

Y. Wang and G. Mori, “Max-margin hidden conditional random fields for human action recognition,” in Cvpr, 2009.
[Bibtex]

@inproceedings{WangM09a,
author = {Yang Wang and Greg Mori},
booktitle = {CVPR},
pdf = {http://vml.cs.sfu.ca/wp-content/papercite-data/pdf/wang_cvpr09.pdf},
title = {Max-Margin Hidden Conditional Random Fields for Human Action Recognition},
year = {2009}
}

2008

G. Haffari, Y. Wang, S. Wang, G. Mori, and F. Jiao, “Boosting with incomplete information,” in International conference on machine learning, 2008.
[Bibtex]

@inproceedings{HaffariWWMJ08,
author = {G. Haffari and Y. Wang and S. Wang and G. Mori and F. Jiao},
booktitle = {International Conference on Machine Learning},
pdf = {http://vml.cs.sfu.ca/wp-content/papercite-data/pdf/haffari_icml08.pdf},
title = {Boosting with Incomplete Information},
year = {2008}
}

Y. Wang and G. Mori, “Learning a discriminative hidden part model for human action recognition,” in Advances in neural information processing systems (nips) 21, 2008.
[Bibtex]

@inproceedings{WangM08a,
author = {Yang Wang and Greg Mori},
booktitle = {Advances in Neural Information Processing Systems (NIPS) 21},
pdf = {http://vml.cs.sfu.ca/wp-content/papercite-data/pdf/wang_nips08.pdf},
title = {Learning a Discriminative Hidden Part Model for Human Action Recognition},
year = {2008}
}

Y. Wang and G. Mori, “Multiple tree models for occlusion and spatial constraints in human pose estimation,” in European conference on computer vision, 2008.
[Bibtex]

@inproceedings{WangM08,
author = {Yang Wang and Greg Mori},
booktitle = {European Conference on Computer Vision},
pdf = {http://vml.cs.sfu.ca/wp-content/papercite-data/pdf/wang_eccv08.pdf},
title = {Multiple Tree Models for Occlusion and Spatial Constraints in Human Pose Estimation},
year = {2008}
}

B. Chen, N. Nguyen, and G. Mori, “Human pose estimation with rotated geometric blur,” in Proc. ieee workshop on applications of computer vision, 2008.
[Bibtex]

@inproceedings{ChenNM08,
author = {B. Chen and N. Nguyen and G. Mori},
booktitle = {Proc. IEEE Workshop on Applications of Computer Vision},
pdf = {http://vml.cs.sfu.ca/wp-content/papercite-data/pdf/chen_gb_wacv08.pdf},
title = {Human Pose Estimation with Rotated Geometric Blur},
year = {2008}
}

B. Chen, W. Ma, Y. Tan, A. Fedorova, and G. Mori, “Greenrt: a framework for the design of power-aware soft real-time applications,” in Workshop on the interaction between operating systems and computer architecture (wiosca), 2008.
[Bibtex]

@inproceedings{ChenMTFM08,
author = {B. Chen and W. Ma and Y. Tan and A. Fedorova and G. Mori},
booktitle = {Workshop on the Interaction between Operating Systems and Computer Architecture (WIOSCA)},
pdf = {http://vml.cs.sfu.ca/wp-content/papercite-data/pdf/chen_greenrt_wiosca08.pdf},
title = {GreenRT: A Framework for the Design of Power-Aware Soft Real-Time Applications},
year = {2008}
}

A. Fathi and G. Mori, “Action recognition by learning mid-level motion features,” in Cvpr, 2008.
[Bibtex]

@inproceedings{FathiM08,
author = {A. Fathi and G. Mori},
booktitle = {CVPR},
pdf = {http://vml.cs.sfu.ca/wp-content/papercite-data/pdf/fathi_actionrecognition_cvpr08.pdf},
title = {Action Recognition by Learning Mid-level Motion Features},
year = {2008}
}

2007

A. Fathi and G. Mori, “Human pose estimation using motion exemplars,” in Proc. 11th int. conf. computer vision, 2007.
[Bibtex]

@inproceedings{FathiM07,
author = {A. Fathi and G. Mori},
booktitle = {Proc. 11th Int. Conf. Computer Vision},
pdf = {http://vml.cs.sfu.ca/wp-content/papercite-data/pdf/fathi_motion_exemplars_iccv07.pdf},
title = {Human Pose Estimation using Motion Exemplars},
year = {2007}
}

M. M. Naeini, G. Dutton, K. Rothley, and G. Mori, “Action recognition of insects using spectral clustering,” in Iapr conference on machine vision applications, 2007.
[Bibtex]

@inproceedings{MoslemiDRM07,
author = {Maryam Moslemi Naeini and Greg Dutton and Kristina Rothley and Greg Mori},
booktitle = {IAPR Conference on Machine Vision Applications},
pdf = {http://vml.cs.sfu.ca/wp-content/papercite-data/pdf/moslemi_grasshoppers_mva07.pdf},
title = {Action Recognition of Insects Using Spectral Clustering},
year = {2007}
}

A. Rova, G. Mori, and L. M. Dill, “One fish, two fish, butterfish, trumpeter: recognizing fish in underwater video,” in Iapr conference on machine vision applications, 2007.
[Bibtex]

@inproceedings{RovaMD07,
author = {Andrew Rova and Greg Mori and Lawrence M. Dill},
booktitle = {IAPR Conference on Machine Vision Applications},
pdf = {http://vml.cs.sfu.ca/wp-content/papercite-data/pdf/rova_fish_mva07.pdf},
title = {One Fish, Two Fish, Butterfish, Trumpeter: Recognizing Fish in Underwater Video},
year = {2007}
}

Y. Wang and G. Mori, “Boosted multiple deformable trees for parsing human poses,” in 2nd workshop on human motion understanding, modeling, capture and animation, 2007.
[Bibtex]

@inproceedings{WangM07,
author = {Yang Wang and Greg Mori},
booktitle = {2nd Workshop on HUMAN MOTION Understanding, Modeling, Capture and Animation},
pdf = {http://vml.cs.sfu.ca/wp-content/papercite-data/pdf/wang_tree_boost_human_motion07.pdf},
title = {Boosted Multiple Deformable Trees for Parsing Human Poses},
year = {2007}
}

Y. Wang, P. Sabzmeydani, and G. Mori, “Semi-latent dirichlet allocation: a hierarchical model for human action recognition,” in 2nd workshop on human motion understanding, modeling, capture and animation, 2007.
[Bibtex]

@inproceedings{WangSM07,
author = {Yang Wang and Payam Sabzmeydani and Greg Mori},
booktitle = {2nd Workshop on HUMAN MOTION Understanding, Modeling, Capture and Animation},
pdf = {http://vml.cs.sfu.ca/wp-content/papercite-data/pdf/wang_lda_motion_human_motion07.pdf},
title = {Semi-Latent Dirichlet Allocation: A Hierarchical Model for Human Action Recognition},
year = {2007}
}

C. McIntosh, G. Hamarneh, and G. and Mori, “Human limb delineation and joint position recovery using localized boundary models,” in Ieee workshop on motion and video computing, 2007.
[Bibtex]

@inproceedings{McintoshHM07,
author = {Chris McIntosh and Ghassan Hamarneh and and Greg Mori},
booktitle = {IEEE Workshop on Motion and Video Computing},
pdf = {http://vml.cs.sfu.ca/wp-content/papercite-data/pdf/mcintosh_people_track_wmvc07.pdf},
title = {Human Limb Delineation and Joint Position Recovery Using Localized Boundary Models},
year = {2007}
}

P. Sabzmeydani and G. Mori, “Detecting pedestrians by learning shapelet features,” in Cvpr, 2007.
[Bibtex]

@inproceedings{SabzmeydaniM07,
author = {P. Sabzmeydani and G. Mori},
booktitle = {CVPR},
pdf = {http://vml.cs.sfu.ca/wp-content/papercite-data/pdf/sabzmeydani_shapelet_cvpr07.pdf},
title = {Detecting Pedestrians by Learning Shapelet Features},
year = {2007}
}

2006

G. Mori and J. Malik, “Recovering 3d human body configurations using shape contexts,” Ieee transactions on pattern analysis and machine intelligence, vol. 28, iss. 7, pp. 1052-1062, 2006.
[Bibtex]

@article{MoriM06,
author = {G. Mori and J. Malik},
journal = {IEEE Transactions on Pattern Analysis and Machine Intelligence},
number = {7},
pages = {1052-1062},
pdf = {http://vml.cs.sfu.ca/wp-content/papercite-data/pdf/mori_sc_people_pami06.pdf},
title = {Recovering 3d Human Body Configurations Using Shape Contexts},
volume = {28},
year = {2006}
}

Y. Wang, H. Jiang, M. S. Drew, Z. Li, and G. Mori, “Unsupervised discovery of action classes,” in Cvpr, 2006.
[Bibtex]

@inproceedings{WangJDLM06,
author = {Yang Wang and Hao Jiang and Mark S. Drew and Ze-Nian Li and Greg Mori},
booktitle = {CVPR},
pdf = {http://vml.cs.sfu.ca/wp-content/papercite-data/pdf/wang_cluster_people_cvpr06.pdf},
title = {Unsupervised Discovery of Action Classes},
year = {2006}
}

2005

G. Mori, “Guiding model search using segmentation,” in Proc. 10th int. conf. computer vision, 2005, pp. 1417-1423.
[Bibtex]

@inproceedings{Mori05,
author = {G. Mori},
booktitle = {Proc. 10th Int. Conf. Computer Vision},
pages = {1417-1423},
pdf = {http://vml.cs.sfu.ca/wp-content/papercite-data/pdf/mori_iccv05.pdf},
title = {Guiding Model Search Using Segmentation},
volume = {2},
year = {2005}
}

G. Mori, S. Belongie, and J. Malik, “Efficient shape matching using shape contexts,” Ieee transactions on pattern analysis and machine intelligence, vol. 27, iss. 11, pp. 1832-1837, 2005.
[Bibtex]

@article{MoriBM05,
author = {G. Mori and S. Belongie and J. Malik},
journal = {IEEE Transactions on Pattern Analysis and Machine Intelligence},
number = {11},
pages = {1832-1837},
pdf = {http://vml.cs.sfu.ca/wp-content/papercite-data/pdf/mori_pami05.pdf},
title = {Efficient Shape Matching Using Shape Contexts},
volume = {27},
year = {2005}
}

2004

G. Mori, A. Berg, A. Efros, A. Eden, and J. Malik, “Video based motion synthesis by splicing and morphing,” University of California, Berkeley, UCB//CSD-04-1337, 2004.
[Bibtex]

@techreport{MoriBEEM04,
author = {G. Mori and A. Berg and A. Efros and A. Eden and J. Malik},
institution = {University of California, Berkeley},
month = {June},
number = {UCB//CSD-04-1337},
pdf = {http://vml.cs.sfu.ca/wp-content/papercite-data/pdf/mori_mosynth_tr04.pdf},
title = {Video Based Motion Synthesis by Splicing and Morphing},
year = {2004}
}

G. Mori, X. Ren, A. A. Efros, and J. Malik, “Recovering human body configurations: combining segmentation and recognition,” in Cvpr, 2004, pp. 326-333.
[Bibtex]

@inproceedings{MoriREM04,
author = {G. Mori and X. Ren and A.A. Efros and J. Malik},
booktitle = {CVPR},
pages = {326-333},
pdf = {http://vml.cs.sfu.ca/wp-content/papercite-data/pdf/mori_cvpr04.pdf},
title = {Recovering Human Body Configurations: Combining Segmentation and Recognition},
volume = {2},
year = {2004}
}

2003

A. A. Efros, A. C. Berg, G. Mori, and J. Malik, “Recognizing action at a distance,” in Proc. 9th int. conf. computer vision, 2003, pp. 726-733.
[Bibtex]

@inproceedings{EfrosBMM03,
author = {A.A. Efros and A.C. Berg and G. Mori and J. Malik},
booktitle = {Proc. 9th Int. Conf. Computer Vision},
pages = {726-733},
title = {Recognizing Action at A Distance},
volume = {2},
year = {2003}
}

G. Mori and J. Malik, “Recognizing objects in adversarial clutter: breaking a visual captcha,” in Cvpr, 2003, pp. 134-141.
[Bibtex]

@inproceedings{MoriM03,
author = {G. Mori and J. Malik},
booktitle = {CVPR},
pages = {134-141},
pdf = {http://vml.cs.sfu.ca/wp-content/papercite-data/pdf/mori_cvpr03.pdf},
title = {Recognizing Objects in Adversarial Clutter: Breaking a Visual CAPTCHA},
volume = {1},
year = {2003}
}

2002

G. Mori and J. Malik, “Estimating human body configurations using shape context matching,” in European conference on computer vision lncs 2352, 2002, pp. 666-680.
[Bibtex]

@inproceedings{MoriM02,
author = {G. Mori and J. Malik},
booktitle = {European Conference on Computer Vision LNCS 2352},
pages = {666-680},
pdf = {http://vml.cs.sfu.ca/wp-content/papercite-data/pdf/mori_eccv02.pdf},
title = {Estimating Human Body Configurations using Shape Context Matching},
volume = {3},
year = {2002}
}

2001

G. Mori, S. Belongie, and J. Malik, “Shape contexts enable efficient retrieval of similar shapes,” in Cvpr, 2001, pp. 723-730.
[Bibtex]

@inproceedings{MoriBM01,
author = {G. Mori and S. Belongie and J. Malik},
booktitle = {CVPR},
pages = {723-730},
pdf = {http://vml.cs.sfu.ca/wp-content/papercite-data/pdf/mori_cvpr01.pdf},
title = {Shape contexts enable efficient retrieval of similar shapes},
volume = {1},
year = {2001}
}