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MULTIPLE PATH SEARCH FOR ACTION TUBE DETECTION IN VIDEOS

Abstract: 

This paper presents an efficient convolutional neural net- work (CNN)-based multiple path search (MPS) algorithm to detect multiple spatial-temporal action tubes in videos. With the pass information and the accumulated scores generated by forward message passing, the new algorithm reuses these information to simultaneously find multiple paths in back- ward path tracing without repeating the search process. More- over, to rectify the potentially inaccurate bounding boxes, we also propose a video localization refinement scheme to further boost the detection accuracy. Simulations show that the pro- posed algorithm provides competing performance compared with the main state-of-the-art works on the widespread UCF- 101 dataset with yet lower complexity.

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Paper Details

Authors:
Erick Hendra Putra Alwand Wen-Hsien Fang
Submitted On:
16 September 2017 - 11:23am
Short Link:
Type:
Poster
Event:
Presenter's Name:
YIETARNG CHEN
Paper Code:
ICIP1701
Document Year:
2017
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MULTIPLE PATH SEARCH FOR ACTION TUBE DETECTION IN VIDEOS

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[1] Erick Hendra Putra Alwand Wen-Hsien Fang, "MULTIPLE PATH SEARCH FOR ACTION TUBE DETECTION IN VIDEOS", IEEE SigPort, 2017. [Online]. Available: http://sigport.org/2196. Accessed: Jul. 22, 2019.
@article{2196-17,
url = {http://sigport.org/2196},
author = {Erick Hendra Putra Alwand Wen-Hsien Fang },
publisher = {IEEE SigPort},
title = {MULTIPLE PATH SEARCH FOR ACTION TUBE DETECTION IN VIDEOS},
year = {2017} }
TY - EJOUR
T1 - MULTIPLE PATH SEARCH FOR ACTION TUBE DETECTION IN VIDEOS
AU - Erick Hendra Putra Alwand Wen-Hsien Fang
PY - 2017
PB - IEEE SigPort
UR - http://sigport.org/2196
ER -
Erick Hendra Putra Alwand Wen-Hsien Fang. (2017). MULTIPLE PATH SEARCH FOR ACTION TUBE DETECTION IN VIDEOS. IEEE SigPort. http://sigport.org/2196
Erick Hendra Putra Alwand Wen-Hsien Fang, 2017. MULTIPLE PATH SEARCH FOR ACTION TUBE DETECTION IN VIDEOS. Available at: http://sigport.org/2196.
Erick Hendra Putra Alwand Wen-Hsien Fang. (2017). "MULTIPLE PATH SEARCH FOR ACTION TUBE DETECTION IN VIDEOS." Web.
1. Erick Hendra Putra Alwand Wen-Hsien Fang. MULTIPLE PATH SEARCH FOR ACTION TUBE DETECTION IN VIDEOS [Internet]. IEEE SigPort; 2017. Available from : http://sigport.org/2196