A new video object segmentation algorithm using the morphological technique

doi:10.1109/UMEDIA.2008.4570899

淡江大學機構典藏 > 工學院 > 電機工程學系暨研究所 > 會議論文 > Item 987654321/80814

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题名:	A new video object segmentation algorithm using the morphological technique
作者:	Chiang, Jen-Shiun;h Chang, Chih-Yue;Hsia, Chih-Hsien;Chang, Wei-Hsuan
贡献者:	淡江大學電機工程學系
关键词:	Edge detection;mathematical morphology;video object segmentation
日期:	2008
上传时间:	2013-03-07 14:01:13 (UTC+8)
出版者:	New York: Institute of Electrical and Electronics Engineers (IEEE)
摘要:	In this paper, we propose a new video object segmentation algorithm using the morphological technique. Several video object segmentation algorithms use mathematical morphology to generate the object masks, however the operations of the mathematical morphology have two drawbacks: (1) high computation complexity and (2) the quality of the object masks depends on the chosen morphological structuring element. There are many techniques to speed up the morphological operations by hardware implementation, but without discussions about reducing the influence of the choice of the structuring elements. By adding a pre-processing mechanism, the proposed algorithm effectively reduce the influences of the chosen structuring elements based on continuity of shape features and times of morphological operations. Experimental results show that our algorithm can improve the speed of filling operations of the object masks and accuracy of segmentation.
關聯:	Ubi-Media Computing, 2008 First IEEE International Conference on, pp.255-260
DOI:	10.1109/UMEDIA.2008.4570899
显示于类别:	[電機工程學系暨研究所] 會議論文

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