Structured Prediction - Tractability, Learning and Inference

Hierarchical Feature Pooling with Structure Learning: A New Method for Pedestrian Detection

Xiaoyu Wang,

Liangliang Cao,

Rogerio Feris,

Ankur Data,

Tony X. Han

[pdf]

[bibtex]

@InProceedings{Wang_2013_CVPR_Workshops,
author = {Wang, Xiaoyu and Cao, Liangliang and Feris, Rogerio and Data, Ankur and Han, Tony X.},
title = {Hierarchical Feature Pooling with Structure Learning: A New Method for Pedestrian Detection},
booktitle = {Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition (CVPR) Workshops},
month = {June},
year = {2013}
}

Accelerated Training of Linear Object Detectors

Charles Dubout,

Francois Fleuret

[pdf]

[bibtex]

@InProceedings{Dubout_2013_CVPR_Workshops,
author = {Dubout, Charles and Fleuret, Francois},
title = {Accelerated Training of Linear Object Detectors},
booktitle = {Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition (CVPR) Workshops},
month = {June},
year = {2013}
}

Collective Activity Detection Using Hinge-loss Markov Random Fields

Ben London,

Sameh Khamis,

Stephen H. Bach,

Bert Huang,

Lise Getoor,

Larry Davis

[pdf]

[bibtex]

@InProceedings{London_2013_CVPR_Workshops,
author = {London, Ben and Khamis, Sameh and Bach, Stephen H. and Huang, Bert and Getoor, Lise and Davis, Larry},
title = {Collective Activity Detection Using Hinge-loss Markov Random Fields},
booktitle = {Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition (CVPR) Workshops},
month = {June},
year = {2013}
}