Scale-Aware Fast R-CNN for Pedestrian Detection

In this paper, we consider the problem of pedestrian detection in natural scenes. Intuitively, instances of pedestrians with different spatial scales may exhibit dramatically different features. Thus, large variance in instance scales, which results in undesirable large intracategory variance in fea...

Full description

Bibliographic Details

Published in:	IEEE transactions on multimedia Vol. 20; no. 4; pp. 985 - 996
Main Authors:	Li, Jianan, Liang, Xiaodan, Shen, Shengmei, Xu, Tingfa, Feng, Jiashi, Yan, Shuicheng
Format:	Journal Article
Language:	English
Published:	IEEE 01.04.2018
Subjects:	deep learning Detectors Feature extraction Logic gates Pedestrian detection Proposals Robustness scale-aware Skeleton Training
ISSN:	1520-9210, 1941-0077
Online Access:	Get full text
Tags:	Add Tag No Tags, Be the first to tag this record!