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Real-Time Visal Motion Detection by Spatiotemporal Energy Model Implemented on GPU
https://hiroshima.repo.nii.ac.jp/records/2000857
https://hiroshima.repo.nii.ac.jp/records/20008574dc1f169-cf97-49b3-b7b7-39ba9571a99e
| 名前 / ファイル | ライセンス | アクション |
|---|---|---|
A1105.pdf (9.4 MB)
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| Item type | デフォルトアイテムタイプ_（フル）(1) | |||||||
|---|---|---|---|---|---|---|---|---|
| 公開日 | 2023-03-18 | |||||||
| タイトル | ||||||||
| タイトル | Real-Time Visal Motion Detection by Spatiotemporal Energy Model Implemented on GPU | |||||||
| 言語 | en | |||||||
| 作成者 |
Hanazawa, Akitoshi
× Hanazawa, Akitoshi
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| アクセス権 | ||||||||
| アクセス権 | open access | |||||||
| アクセス権URI | http://purl.org/coar/access_right/c_abf2 | |||||||
| 権利情報 | ||||||||
| 権利情報 | (c) Copyright by IEEE SMC Hiroshima Chapter. | |||||||
| 主題 | ||||||||
| 主題Scheme | NDC | |||||||
| 主題 | 500 | |||||||
| 内容記述 | ||||||||
| 内容記述 | The aim of this study is to develop a real-time visual motion detection system by using physiologically meaningful image processing algorithm. Spatiotemporal energy model has been recognized as the most plausible algorithm corresponding to the jobs in motion detection performed by simple and complex cells existing in area V1 of cats or macaque monkeys. Because of the parallelism of the brain, this algorithm inherently has high parallel performance. Together with the locality, spatiotemporal Gabor filtering and succeeding energy extraction process fit with the architecture of present GPU (Graphic Processing Unit). Enabling real-time motion detection at each pixel location over the entire input image is fundamental in many applications as for instances in robotics vision and carmounted camera. This system, moreover, is open for further expansion based on the physiological knowledge about mammalian visual system. | |||||||
| 言語 | en | |||||||
| 出版者 | ||||||||
| 出版者 | IEEE SMC Hiroshima Chapter | |||||||
| 言語 | ||||||||
| 言語 | eng | |||||||
| 資源タイプ | ||||||||
| 資源タイプ識別子 | http://purl.org/coar/resource_type/c_5794 | |||||||
| 資源タイプ | conference paper | |||||||
| 出版タイプ | ||||||||
| 出版タイプ | VoR | |||||||
| 出版タイプResource | http://purl.org/coar/version/c_970fb48d4fbd8a85 | |||||||
| 関連情報 | ||||||||
| 識別子タイプ | URI | |||||||
| 関連識別子 | http://www.hil.hiroshima-u.ac.jp/iwcia/2009/ | |||||||
| 収録物識別子 | ||||||||
| 収録物識別子タイプ | ISSN | |||||||
| 収録物識別子 | 1883-3977 | |||||||
| 開始ページ | ||||||||
| 開始ページ | 213 | |||||||
| 書誌情報 |
5th International Workshop on Computational Intelligence & Applications Proceedings : IWCIA 2009 5th International Workshop on Computational Intelligence & Applications Proceedings : IWCIA 2009 p. 213-218, 発行日 2009-11 |
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| 旧ID | 28430 | |||||||
