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Video Action Localization Using Web Images​
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What if we do not have multiple videos of the same action? - Video Action Localization Using Web Images,

Waqas Sultani, Mubarak Shah,

IEEE Intl. Conf. on Computer Vision and Pattern Recognition (CVPR), 2016

[PDF][Poster][Presentation][YouTube Video Presentation][Spatial-Temporal Annotations][Web Images][Project Page]

PUBLICATIONS

Automatic Human Action Annotation in Videos
 

Automatic Action Annotation in Weakly Labeled Videos,

Waqas Sultani, Mubarak Shah,

Journal of Computer Vision and Image Understanding (CVIU), 2017

[PDF][Project Page]                      

Action Proposal Ranking
 

Unsupervised Action Proposal Ranking through Proposal Recombination,

Waqas Sultani, Dong Zhang, Mubarak Shah,

Journal of Computer Vision and Image Understanding (CVIU), 2017

[PDF][Project Page][Journal Link]

Pavement Object Detection
 

Automatic Pavement Object Detection using Superpixel Segmentation Combined with Conditional Random Field

Waqas Sultani, Soroush Mokhtari, and Hae-Bum Yun,

IEEE Transaction on Intelligent Transportation Systems, 2017

[Paper Link]

Pavement Object Detection
 

Automatic Pavement Object Detection using Superpixel Segmentation Combined with Conditional Random Field

Waqas Sultani, Soroush Mokhtari, and Hae-Bum Yun,

IEEE Transaction on Intelligent Transportation Systems, 2017

[Paper Link]

Cross-Action Dataset  Action Recognition
 

Human Action Recognition across Datasets by Foreground Focused Histogram Decomposition

Waqas Sultani, and  Imaran Saleemi,

IEEE Intl. Conf. on Computer Vision and Pattern Recognition (CVPR), 2014

[PDF][Spotlight Video][Presentation]

Cross-Action Dataset  Action Recognition
 

Human Action Recognition across Datasets by Foreground Focused Histogram Decomposition

Waqas Sultani, and               

IEEE Intl. Conf. on Computer Vision and Pattern Recognition (CVPR), 2014

[PDF][Spotlight Video][Presentation]

Automatic Road Accident Detection in Traffic Scenes
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Abnormal Traffic Detection using Intelligent Driver Model

Waqas Sultani, and  Jin Young Choi

IEEE Intl. Conf. on Pattern Recognition (ICPR), 2010

[PDF]

Please visit this page for the updated publications
Real World Anomaly Detection in Surveillance videos
 

Reak world Anomaly Detection in Surveillance Videos,

Waqas Sultani, Chen Chen, Mubarak Shah,

IEEE Intl. Conf. on Computer Vision and Pattern Recognition (CVPR), 2018

[Project Page]

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