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| 研究生： |
毛綱增 Gang-Zeng Mao |
|---|---|
| 論文名稱： |
在複雜背景下做即時的手部偵測與追蹤 Research on Real-Time Hand Detection and Tracking against Complex Background |
| 指導教授： |
吳怡樂
Yi-Leh Wu |
| 口試委員: |
唐政元
Cheng-Yuan Tang 何瑁鎧 Maw-Kae Hor 林彥君 Yen-Chun Lin 邱舉明 Ge-Ming Chiu |
| 學位類別： |
碩士 Master |
| 系所名稱： |
電資學院 - 資訊工程系 Department of Computer Science and Information Engineering |
| 論文出版年： | 2009 |
| 畢業學年度： | 97 |
| 語文別： | 英文 |
| 論文頁數： | 22 |
| 中文關鍵詞： | 手部偵測 、手部追蹤 、串接式分類器 、膚色偵測 |
| 外文關鍵詞： | hand detection, hand tracking, cascade classifier, skin color detector |
| 相關次數： | 點閱：261 下載：9 |
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目前大部分手部偵測與追蹤的方法只可以應用在簡單並且相似的背景上,在這篇論文中我們提出合併Viola and Jones 在2004年提出的物件偵測演算法與膚色偵測方法來成功的實現了在複雜背景下的手部偵測與追蹤,並且從我們的實驗結果也可以看出我們的方法是可以實作在即時的影像處裡上(每秒15個frame).
Most hand detection and tracking algorithms can only be applied on fairly simple and similar backgrounds. We propose to combine a modified object detection method proposed by Viola and Jones [4] with the skin-color detection method to perform hand detection and tracking against complex backgrounds. Our experimental results show that the proposed method is effective in near real-time speed (15 frames per second.)
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[3] Eng-Jon Ong; Bowden, R., “A boosted classifier tree for hand shape detection,” Automatic Face and Gesture Recognition, 2004. Proceedings. Sixth IEEE International Conference on ,pp. 889-894, 17-19 May 2004.
[4] Paul Viola and Michael Jones, “Robust Real-time Object Detection”, IEEE International Journal of Computer Vision, vol.57, no.2, pp.137-154, May 2004.
[5] Kolsch, M.; Turk, M., “Robust hand detection,” Automatic Face and Gesture Recognition, 2004. Proceedings. Sixth IEEE International Conference on ,pp. 614-619, 17-19 May 2004.
[6] Kolsch, M.; Turk, M., “Analysis of rotational robustness of hand detection with a Viola-Jones detector,” Pattern Recognition, 2004. ICPR 2004. Proceedings of the 17th International Conference on , vol.3, pp. 107-110 Vol.3, 23-26 Aug. 2004.
[7] Qing Chen; Georganas, N.D.; Petriu, E.M., “Real-time Vision-based Hand Gesture Recognition Using Haar-like Features,” Instrumentation and Measurement Technology Conference Proceedings, 2007. IMTC 2007. IEEE , pp.1-6, 1-3 May 2007.
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