Motion detection with spatiotemporal sequences

Tong Zhang, Haixian Wang*

*此作品的通讯作者

科研成果: 书/报告/会议事项章节会议稿件同行评审

摘要

In this paper we propose a new method to detect motion in a greyscale video. In our algorithm, several spatiotemporal sequences with different lengths are used to filter the frames in the video. Then these filtered images are combined together to get the real motion. The performance of our algorithm is tested with several human action datasets in which different actions are performed. The detected results of our algorithm are compared with previous works and the targets we extract manually. The experimental results show that the responses of our filter are close to the real action of the human in the original video.

源语言英语
主期刊名2014 IEEE International Conference on Acoustics, Speech, and Signal Processing, ICASSP 2014
出版商Institute of Electrical and Electronics Engineers Inc.
4344-4348
页数5
ISBN(印刷版)9781479928927
DOI
出版状态已出版 - 2014
已对外发布
活动2014 IEEE International Conference on Acoustics, Speech, and Signal Processing, ICASSP 2014 - Florence, 意大利
期限: 4 5月 20149 5月 2014

出版系列

姓名ICASSP, IEEE International Conference on Acoustics, Speech and Signal Processing - Proceedings
ISSN(印刷版)1520-6149

会议

会议2014 IEEE International Conference on Acoustics, Speech, and Signal Processing, ICASSP 2014
国家/地区意大利
Florence
时期4/05/149/05/14

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