| Presentation | 2007/6/7 Moving Object Detection by Adaptive Background Subtraction including Nonlinear Processing Kenichi YASUI, Megumi TAKEZAWA, Hirofumi SANADA, Kazuhisa WATANABE, |
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| PDF Download Page | PDF download Page Link |
| Abstract(in Japanese) | (See Japanese page) |
| Abstract(in English) | Moving object detection from a video sequence is an important task in video analysis for such purposes as traffic monitoring and video surveillance. One of the frequently used techniques for the detection is background subtraction. The background image is maintained by background subtraction, and background subtraction enables detection of moving objects by thresholding the difference between a current frame image and the background image. This technique is simple and has good performance if the background image and the threshold are correct. However, it is difficult to maintain the correct background image and the threshold when the background is changed by illumination conditions. In this paper, an effective background subtraction technique that solves this problem is proposed. The proposed method enables maintenance of an appropriate background image and threshold and enables accurate detection of moving objects under the condition of changing illumination. |
| Keyword(in Japanese) | (See Japanese page) |
| Keyword(in English) | background subtraction method / varying illumination / moving object detection / nonlinear processing |
| Paper # | SIS2007-5 |
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| Conference Information | |
| Committee | SIS |
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| Conference Date | 2007/6/7(1days) |
| Place (in Japanese) | (See Japanese page) |
| Place (in English) | |
| Topics (in Japanese) | (See Japanese page) |
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| Paper Information | |
| Registration To | Smart Info-Media Systems (SIS) |
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| Language | JPN |
| Title (in Japanese) | (See Japanese page) |
| Sub Title (in Japanese) | (See Japanese page) |
| Title (in English) | Moving Object Detection by Adaptive Background Subtraction including Nonlinear Processing |
| Sub Title (in English) | |
| Keyword(1) | background subtraction method |
| Keyword(2) | varying illumination |
| Keyword(3) | moving object detection |
| Keyword(4) | nonlinear processing |
| 1st Author's Name | Kenichi YASUI |
| 1st Author's Affiliation | Graduate School of Electrical Engineering, Hokkaido Institute of Technology() |
| 2nd Author's Name | Megumi TAKEZAWA |
| 2nd Author's Affiliation | Department of Information network Engineering, Hokkaido Institute of Technology |
| 3rd Author's Name | Hirofumi SANADA |
| 3rd Author's Affiliation | Department of Information network Engineering, Hokkaido Institute of Technology |
| 4th Author's Name | Kazuhisa WATANABE |
| 4th Author's Affiliation | Department of Information network Engineering, Hokkaido Institute of Technology |
| Date | 2007/6/7 |
| Paper # | SIS2007-5 |
| Volume (vol) | vol.107 |
| Number (no) | 93 |
| Page | pp.pp.- |
| #Pages | 4 |
| Date of Issue | |