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研究生:洪智瑋
研究生(外文):HUNG, CHIH WEI
論文名稱:蝴蝶影像花紋檢索
論文名稱(外文):Texture Retrieval of Butterfly Images
指導教授:項潔項潔引用關係
指導教授(外文):Jieh Hsiang
學位類別:碩士
校院名稱:國立臺灣大學
系所名稱:資訊工程學研究所
學門:工程學門
學類:電資工程學類
論文種類:學術論文
論文出版年:2002
畢業學年度:90
語文別:英文
論文頁數:43
中文關鍵詞:影像花紋檢索蝴蝶
外文關鍵詞:texturebutterflyretrievalgabor
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在 B-CBIR (Butterfly Content-Based Image Retrieval)系統中,使用兩種基於 Gabor function 的方法 - MPEG-7 texture descriptor 和 Manjunath''s method,依據蝴蝶翅膀花紋的特徵檢索台灣蝴蝶。
In 1999, B.C. Chen built a "Taiwanese Butterfly Query System" which is a CBIR(Content-Based Image Retrieval) system
based on the QBF(Query By Features) and QBE(Query By Examples)
model. The system characterizes butterflies into three main
dimensions - color, shape, and texture. In this thesis, the topic is focused on the texture dimension. Since Chen made the proximity sequences of 17 texture features by hand, our goal is to automate the process. Two methods by Gabor functions, Manjunath''s and the MPEG-7 texture descriptor, are discussed and compared.
1. B-CBIR
2. Gabor Functions
3. Manjunath''s Method
4. The MPEG-7 Texture Descriptor
5. Comparison between Two Methods
6. Proximity Functions
7. Query Performance
8. Experimental Results
9. Conclusions
10. Future Work
1. B.C. Chen. Content-based image retrieval of butterflies. Master''s thesis, National Taiwan University, 2000.
2. J.G. Daugman. Two-dimensional spectral analysis of cortical receptive field profile. Vision Research, 20:847-856, 1980.
3. J.G. Daugman. Uncertainty relation for resolution in space, spatial frequency, and orientation optimized by two-dimensional visual cortical filters. J. Optical Soc. Amer., 2(7):1160-1169, 1985.
4. J.G. Daugman. Complete discrete 2-d gabor transforms by neural networks for image analysis and compression. IEEE Trans. Acoustics, Speech, and Signal Processing, 36(7):1169-1179, 1988.
5. T.S. Lee. Image representation using 2d gabor wavelets. IEEE Trans. on PAMI, 18(10):959-971, 1996.
6. S. Mallat. A Wavelet Tour of Signal Processing. Academic Press, 2001.
7. B.S. Manjunath and W.Y. Ma. Texture features for browsing and retrieval of image data. IEEE Trans. PAMI, 18:837-842, 1996.
8. B.S. Manjunath, P. Wu, S. Newsam, and H. Shin. A texture descriptor for browsing and similarity retrieval. Journal of Signal Processing: Image Communication, 16:33-43, 2000.
9. Y.M. Ro, M. Kim, H.K. Kang, B.S Manjunath, and J. Kim. MPEG-7 homogeneous texture descriptor. ETRI Journal, 23(2):41-51, 2001.
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