- 期刊
Wavelet Support Vector Machine for Face Recognition
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並列摘要
In this paper a tool system with wavelet support vector machine (WSVM) under dimension reduction for face recognition is proposed. Eigenfaces and fisherfaces are the major methods used to reduce the dimension of face images in the proposed face recognition tool system. At the same time, noise interference image cases, namely Gaussian noise, with no ears and no eyes are also considered in this paper. Finally, the implementation of proposed system is based on object-oriented design software; the dimension reduction and wavelet kernel support vector machine are applied to the proposed tool system that can deal with face recognition problems in different environments.
被引用紀錄
Misbullah, A. (2015). 深層長短期記憶網絡用於語音辨識之研究 [master's thesis, National Chiao Tung University]. Airiti Library. https://doi.org/10.6842/NCTU.2015.00706
延伸閱讀
- Tseng, H. Y. (2005). Face Recognition Using Support Vector Machine [master's thesis, Tamkang University]. Airiti Library. https://doi.org/10.6846/TKU.2005.00206
- 蔡耀弘、黃雅軒（2002）。Fast Face Detection System Using Support Vector Machine。電腦與通訊，(100)，35-43。https://doi.org/10.29917/CCLTJ.200206.0005
- 夏至賢、李信廷（2015）。REAL-TIME WAVELET FACE DETECTION SYSTEM WITH OCCLUSION CONDITION。技術學刊，30(4)，343-350。https://www.airitilibrary.com/Article/Detail?DocID=10123407-201512-201601040003-201601040003-343-350
- 劉書瑋（2012）。Face Recognition based on Quaternion Correlation Filters in Wavelet Domain〔碩士論文，國立暨南國際大學〕。華藝線上圖書館。https://www.airitilibrary.com/Article/Detail?DocID=U0020-2607201202274800
- Kanikannan, R. P., & Duraiswamy, K. (2014). Face Recognition System Based on Spectral Graph Wavelet Theory. Research Journal of Applied Sciences, Engineering and Technology, 8(12), 1456-1460. https://www.airitilibrary.com/Article/Detail?DocID=20407467-201409-201511260026-201511260026-1456-1460