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...

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Vydané v:	IEEE transactions on multimedia Ročník 20; číslo 4; s. 985 - 996
Hlavní autori:	Li, Jianan, Liang, Xiaodan, Shen, Shengmei, Xu, Tingfa, Feng, Jiashi, Yan, Shuicheng
Médium:	Journal Article
Jazyk:	English
Vydavateľské údaje:	IEEE 01.04.2018
Predmet:	deep learning Detectors Feature extraction Logic gates Pedestrian detection Proposals Robustness scale-aware Skeleton Training
ISSN:	1520-9210, 1941-0077
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