Shape recognition based on radial basis probabilistic neural network and application to plant species identification

Lecture Notes in Computer Science

Volumn 3497, Issue II, 2005, Pages 281-285

  Du, Jixiang ^a,b   Huang, Deshuang ^a   Wang, Xiaofeng ^a   Gu, Xiao ^a  

^a INSTITUTE OF INTELLIGENT MACHINES   (China)

^b UNIVERSITY OF SCIENCE AND TECHNOLOGY OF CHINA   (China)

Author keywords

[No Author keywords available]

Indexed keywords

ALGORITHMS; CLASSIFICATION (OF INFORMATION); DATABASE SYSTEMS; FOURIER TRANSFORMS; LEAST SQUARES APPROXIMATIONS; MULTILAYER NEURAL NETWORKS; OPTIMIZATION; PROBABILITY;

CLASSIFICATION EFFICIENCY; ORTHOGONAL LEAST SQUARE ALGORITHM (OLSA); RADIAL BASIS PROBABILISTIC NEURAL NETWORK (RBPNN); RECOGNITION RATE;

RADIAL BASIS FUNCTION NETWORKS;

EID: 24944547513     PISSN: 03029743     EISSN: None     Source Type: Conference Proceeding    
DOI: 10.1007/11427445_45     Document Type: Conference Paper

References (6)

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2. Zhao, W.B., Huang, D.S.: The Structure Optimization of Radial Basis Probabilistic Networks Based on Genetic Algorithm. IJCNN2002, Hilton Hawaiian Village Hotel, Honolulu, Hawaii (2002) 1086-1091
3. Zhao, W.B., Huang, D.S.: Application of Recursive Orthogonal Least Squares Algorithm to The Structure Optimization of Radial Basis Probabilistic Neural Networks. ICSP 2002, Beijing, China (2002) 1211-1214
4. Huang, D.S.: Systematic Theory of Neural Networks for Pattern Recognition. Publishing House of Electronic Industry of China, Beijing (1996)
5. Wan, Y. Y., Du, J. X., Huang, D. S., Chi, Z., Cheung, Y. M., Wang, X. F., Zhang, G. J.: Bark Texture Feature Extraction Based on Statistical Texture Analysis. ISIMP2004, Hong Kong, China (2004) 482-485
6. Rui, Y., She, A.C. Huang, T.S.: Modified Fourier Descriptors for Shape Representation-A Practical Approach. First International Workshop on Image Databases and Multi Media Search, Amsterdam, The Netherlands (1996)