Presentation | 2012/1/12 Pseudo-synchronization of Image and Depth Map of Kinect for Robust Extraction of Dynamic Object HOZUMA NAKAJIMA, IKUHISA MITSUGAMI, HIROTAKE YAMAZOE, HITOSHI HABE, YASUSHI MAKIHARA, YASUSHI YAGI, |
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Abstract(in Japanese) | (See Japanese page) |
Abstract(in English) | Existing background subtraction methods often fail to extract a foreground region whose color is similar to that of the background. When we use Microsoft Xbox Kinect, since we can obtain both a color image and depth map simultaneously, it is expected to get a better foreground region by integrating extracted regions from the two kind of images. We have found, however, these two images are not captured synchronously so that the integration cannot be performed straightforward when a moving object is observed. In this paper, we first report investigation of the capturing behavior of Kinect, then propose a pseudo-synchronization method using a morphing technique. Experimental results about extraction of a walking human show its effectiveness. |
Keyword(in Japanese) | (See Japanese page) |
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Paper # | Vol.2012-CVIM-180 No.59 |
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Committee | CQ |
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Conference Date | 2012/1/12(1days) |
Place (in Japanese) | (See Japanese page) |
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Topics (in Japanese) | (See Japanese page) |
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Registration To | Communication Quality (CQ) |
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Language | JPN |
Title (in Japanese) | (See Japanese page) |
Sub Title (in Japanese) | (See Japanese page) |
Title (in English) | Pseudo-synchronization of Image and Depth Map of Kinect for Robust Extraction of Dynamic Object |
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1st Author's Name | HOZUMA NAKAJIMA |
1st Author's Affiliation | Osaka university() |
2nd Author's Name | IKUHISA MITSUGAMI |
2nd Author's Affiliation | Osaka university |
3rd Author's Name | HIROTAKE YAMAZOE |
3rd Author's Affiliation | Osaka university |
4th Author's Name | HITOSHI HABE |
4th Author's Affiliation | Osaka university |
5th Author's Name | YASUSHI MAKIHARA |
5th Author's Affiliation | Osaka university |
6th Author's Name | YASUSHI YAGI |
6th Author's Affiliation | Osaka university |
Date | 2012/1/12 |
Paper # | Vol.2012-CVIM-180 No.59 |
Volume (vol) | vol.111 |
Number (no) | 378 |
Page | pp.pp.- |
#Pages | 8 |
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