Presentation 2006/1/3
MOVING OBJECTS DETECTION IN IMAGE SEQUENCE WITHOUT EXPLICIT TRACKING(International Workshop on Advanced Image Technology 2006)
Takayuki Kojima, Akihiro Minagawa, Norio Tagawa,
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Abstract(in English) Object tracking is usually based on the local pattern matching to detect moving objects from image sequence. However, when occlusion between objects occurs, it is impossible to track the hidden objects once. After that, even if occlusion is avoided, it is difficult to continue tracking objects. In this paper, we arrange the object label at each pixel, and the method by which the object label can have the information for the existence of two or more objects is examined. Detection of the objects can be realized without tracking directly. To consider the continuity of the object position, the object label is assumed to have the correlation between frames. It is confirmed that this technique is effective through the experiments using the real image.
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Paper # IE2005-249
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Committee IE
Conference Date 2006/1/3(1days)
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Registration To Image Engineering (IE)
Language ENG
Title (in Japanese) (See Japanese page)
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Title (in English) MOVING OBJECTS DETECTION IN IMAGE SEQUENCE WITHOUT EXPLICIT TRACKING(International Workshop on Advanced Image Technology 2006)
Sub Title (in English)
Keyword(1)
1st Author's Name Takayuki Kojima
1st Author's Affiliation Graduate School of Engineering, Tokyo Metropolitan University()
2nd Author's Name Akihiro Minagawa
2nd Author's Affiliation Graduate School of Engineering, Tokyo Metropolitan University
3rd Author's Name Norio Tagawa
3rd Author's Affiliation Graduate School of Engineering, Tokyo Metropolitan University
Date 2006/1/3
Paper # IE2005-249
Volume (vol) vol.105
Number (no) 501
Page pp.pp.-
#Pages 5
Date of Issue