Pedestrian Detection

Pedestrian Detection aided by Deep Learning Semantic Tasks:

• paper: http://arxiv.org/abs/1412.0069
• project: http://mmlab.ie.cuhk.edu.hk/projects/TA-CNN/

Deep convolutional neural networks for pedestrian detection

• arXiv: http://arxiv.org/abs/1510.03608
• github: https://github.com/DenisTome/DeepPed

New algorithm improves speed and accuracy of pedestrian detection

• blog: http://www.eurekalert.org/pub_releases/2016-02/uoc–nai020516.php

Pushing the Limits of Deep CNNs for Pedestrian Detection

• intro: “set a new record on the Caltech pedestrian dataset, lowering the log-average miss rate from 11.7% to 8.9%”
• arxiv: http://arxiv.org/abs/1603.04525