A shape-perceived object tracking algorithm for intelligent surveillance systems

Yu Chieh Chung; Yeong Kang Lai

doi:10.1109/ICCE-TW.2015.7216962

A shape-perceived object tracking algorithm for intelligent surveillance systems

Yu Chieh Chung, Yeong Kang Lai

National Chung Hsing University

研究成果: 圖書/報告稿件的類型 › 會議稿件 › 同行評審

1 引文斯高帕斯（Scopus）

摘要

In this paper, we present an effective algorithm design for object tracking in intelligent surveillance applications. The proposed shape-perceived algorithm uses the building-block-based matching method. This method is fast due to its use of one-pass scanning and its low-cost of object classification. Two kinds of cameras are designed for different goals, a wide-angle camera and a PTZ camera, to construct the intelligent surveillance system and to achieve behavior analysis and body recognition. Furthermore, the experimental results show that this low-cost shape-perceived object tracking architecture is feasible for intelligent surveillance systems.

原文	英語
主出版物標題	2015 IEEE International Conference on Consumer Electronics - Taiwan, ICCE-TW 2015
發行者	Institute of Electrical and Electronics Engineers Inc.
頁面	394-395
頁數	2
ISBN（電子）	9781479987443
DOIs	https://doi.org/10.1109/ICCE-TW.2015.7216962
出版狀態	已出版 - 20 08 2015
對外發佈	是
事件	2nd IEEE International Conference on Consumer Electronics - Taiwan, ICCE-TW 2015 - Taipei, 台灣持續時間: 06 06 2015 → 08 06 2015

出版系列

名字	2015 IEEE International Conference on Consumer Electronics - Taiwan, ICCE-TW 2015

Conference

Conference	2nd IEEE International Conference on Consumer Electronics - Taiwan, ICCE-TW 2015
國家/地區	台灣
城市	Taipei
期間	06/06/15 → 08/06/15

文獻附註

Publisher Copyright:
© 2015 IEEE.

存取文件

10.1109/ICCE-TW.2015.7216962

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Link to publication in Scopus

引用此

Chung, Y. C., & Lai, Y. K. (2015). A shape-perceived object tracking algorithm for intelligent surveillance systems. 於 2015 IEEE International Conference on Consumer Electronics - Taiwan, ICCE-TW 2015 (頁 394-395). 文章 7216962 (2015 IEEE International Conference on Consumer Electronics - Taiwan, ICCE-TW 2015). Institute of Electrical and Electronics Engineers Inc.. https://doi.org/10.1109/ICCE-TW.2015.7216962

@inproceedings{8a08c8de4b09409992d0994d03f7df6c,

title = "A shape-perceived object tracking algorithm for intelligent surveillance systems",

abstract = "In this paper, we present an effective algorithm design for object tracking in intelligent surveillance applications. The proposed shape-perceived algorithm uses the building-block-based matching method. This method is fast due to its use of one-pass scanning and its low-cost of object classification. Two kinds of cameras are designed for different goals, a wide-angle camera and a PTZ camera, to construct the intelligent surveillance system and to achieve behavior analysis and body recognition. Furthermore, the experimental results show that this low-cost shape-perceived object tracking architecture is feasible for intelligent surveillance systems.",

keywords = "Algorithm design and analysis, Artificial intelligence, Cameras, Classification algorithms, Feature extraction, Motion detection, Surveillance",

author = "Chung, {Yu Chieh} and Lai, {Yeong Kang}",

note = "Publisher Copyright: {\textcopyright} 2015 IEEE.; 2nd IEEE International Conference on Consumer Electronics - Taiwan, ICCE-TW 2015 ; Conference date: 06-06-2015 Through 08-06-2015",

year = "2015",

month = aug,

day = "20",

doi = "10.1109/ICCE-TW.2015.7216962",

language = "英语",

series = "2015 IEEE International Conference on Consumer Electronics - Taiwan, ICCE-TW 2015",

publisher = "Institute of Electrical and Electronics Engineers Inc.",

pages = "394--395",

booktitle = "2015 IEEE International Conference on Consumer Electronics - Taiwan, ICCE-TW 2015",

address = "美国",

}

Chung, YC & Lai, YK 2015, A shape-perceived object tracking algorithm for intelligent surveillance systems. 於 2015 IEEE International Conference on Consumer Electronics - Taiwan, ICCE-TW 2015., 7216962, 2015 IEEE International Conference on Consumer Electronics - Taiwan, ICCE-TW 2015, Institute of Electrical and Electronics Engineers Inc., 頁 394-395, 2nd IEEE International Conference on Consumer Electronics - Taiwan, ICCE-TW 2015, Taipei, 台灣, 06/06/15. https://doi.org/10.1109/ICCE-TW.2015.7216962

A shape-perceived object tracking algorithm for intelligent surveillance systems. / Chung, Yu Chieh; Lai, Yeong Kang.
2015 IEEE International Conference on Consumer Electronics - Taiwan, ICCE-TW 2015. Institute of Electrical and Electronics Engineers Inc., 2015. p. 394-395 7216962 (2015 IEEE International Conference on Consumer Electronics - Taiwan, ICCE-TW 2015).

研究成果: 圖書/報告稿件的類型 › 會議稿件 › 同行評審

TY - GEN

T1 - A shape-perceived object tracking algorithm for intelligent surveillance systems

AU - Chung, Yu Chieh

AU - Lai, Yeong Kang

PY - 2015/8/20

Y1 - 2015/8/20

N2 - In this paper, we present an effective algorithm design for object tracking in intelligent surveillance applications. The proposed shape-perceived algorithm uses the building-block-based matching method. This method is fast due to its use of one-pass scanning and its low-cost of object classification. Two kinds of cameras are designed for different goals, a wide-angle camera and a PTZ camera, to construct the intelligent surveillance system and to achieve behavior analysis and body recognition. Furthermore, the experimental results show that this low-cost shape-perceived object tracking architecture is feasible for intelligent surveillance systems.

AB - In this paper, we present an effective algorithm design for object tracking in intelligent surveillance applications. The proposed shape-perceived algorithm uses the building-block-based matching method. This method is fast due to its use of one-pass scanning and its low-cost of object classification. Two kinds of cameras are designed for different goals, a wide-angle camera and a PTZ camera, to construct the intelligent surveillance system and to achieve behavior analysis and body recognition. Furthermore, the experimental results show that this low-cost shape-perceived object tracking architecture is feasible for intelligent surveillance systems.

KW - Algorithm design and analysis

KW - Artificial intelligence

KW - Cameras

KW - Classification algorithms

KW - Feature extraction

KW - Motion detection

KW - Surveillance

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U2 - 10.1109/ICCE-TW.2015.7216962

DO - 10.1109/ICCE-TW.2015.7216962

M3 - 会议稿件

AN - SCOPUS:84959566715

T3 - 2015 IEEE International Conference on Consumer Electronics - Taiwan, ICCE-TW 2015

SP - 394

EP - 395

BT - 2015 IEEE International Conference on Consumer Electronics - Taiwan, ICCE-TW 2015

PB - Institute of Electrical and Electronics Engineers Inc.

T2 - 2nd IEEE International Conference on Consumer Electronics - Taiwan, ICCE-TW 2015

Y2 - 6 June 2015 through 8 June 2015

ER -

Chung YC, Lai YK. A shape-perceived object tracking algorithm for intelligent surveillance systems. 於 2015 IEEE International Conference on Consumer Electronics - Taiwan, ICCE-TW 2015. Institute of Electrical and Electronics Engineers Inc. 2015. p. 394-395. 7216962. (2015 IEEE International Conference on Consumer Electronics - Taiwan, ICCE-TW 2015). doi: 10.1109/ICCE-TW.2015.7216962

A shape-perceived object tracking algorithm for intelligent surveillance systems

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