Adaptive Segmentation Technique For Object-Base MPEG-4 System

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	Similar Articles Articles by Shih-Chang Hsia Articles by Cheng Hung Hsiao

Second NASA/ESA Conference on Adaptive Hardware and Systems (AHS 2007)

University of Edinburgh, Scotland, United Kingdom

August 05-August 08

ISBN: 0-7695-2866-X

	ASCII Text	x
	Shih-Chang Hsia, Cheng Hung Hsiao, "Adaptive Segmentation Technique For Object-Base MPEG-4 System," Adaptive Hardware and Systems, NASA/ESA Conference on, pp. 153-159, Second NASA/ESA Conference on Adaptive Hardware and Systems (AHS 2007), 2007.

	BibTex	x
	@article{ 10.1109/AHS.2007.21, author = {Shih-Chang Hsia and Cheng Hung Hsiao}, title = {Adaptive Segmentation Technique For Object-Base MPEG-4 System}, journal ={Adaptive Hardware and Systems, NASA/ESA Conference on}, volume = {0}, year = {2007}, isbn = {0-7695-2866-X}, pages = {153-159}, doi = {http://doi.ieeecomputersociety.org/10.1109/AHS.2007.21}, publisher = {IEEE Computer Society}, address = {Los Alamitos, CA, USA}, }

	RefWorks Procite/RefMan/Endnote	x
	TY - CONF JO - Adaptive Hardware and Systems, NASA/ESA Conference on TI - Adaptive Segmentation Technique For Object-Base MPEG-4 System SN - 0-7695-2866-X SP153 EP159 A1 - Shih-Chang Hsia, A1 - Cheng Hung Hsiao, PY - 2007 KW - segmentation KW - video object KW - shape information KW - MPEG-4 KW - surveillance VL - 0 JA - Adaptive Hardware and Systems, NASA/ESA Conference on ER -

Shih-Chang Hsia, National Kaohsiung First University of Science and Technology,

Cheng Hung Hsiao, National Kaohsiung First University of Science and Technology,

DOI Bookmark: http://doi.ieeecomputersociety.org/10.1109/AHS.2007.21

This paper presents a segmentation application based on change-detection techniques. The algorithm is able to deal with sequences having different amounts of motion by adjusting the number of frames to skip, to reduce the light drift by DC correction and dealing with noise in a locally adaptive manner. An adaptive truncation processing is used to remove background content as well as to discard the background noise to achieve a binary shape. Finally, a boundary smoothing method is used to improve the segmentation quality. The segmented algorithm can pass various sequences testing with acceptable error-ratio. While segmented algorithm applying on MPEG-4 based surveillance systems, the coding efficiency can be greatly promoted as compared to the conventional MPEG-2 coding. The algorithm uses low computational complexity to make it applicable to real-time surveillance systems using software implementation.

Index Terms:

segmentation, video object, shape information, MPEG-4, surveillance

Citation:

Shih-Chang Hsia, Cheng Hung Hsiao, "Adaptive Segmentation Technique For Object-Base MPEG-4 System," ahs, pp.153-159, Second NASA/ESA Conference on Adaptive Hardware and Systems (AHS 2007), 2007

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