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 = {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 = {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 = {The IEEE Conference on Computer Vision and Pattern Recognition (CVPR) Workshops},
month = {June},
year = {2013}
}