Recognition algorithm for plant leaves based on adaptive supervised locally linear embedding
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Du J X, Huang D S, Wang X F, Gu X. Shape recognition based on radial basis probabilistic neural network and application to plant species identification. Lecture Notes in Computer Science, 2005; 3497: 281-285.
Gu X, Du J X. Leaf recognition based on the skeleton segmentation. Lecture Notes in Computer Science, 2005; 3644: 253-262.
Du J X. Study of plant leaf recognition techniques by machine. University of Science and Technology of China, PhD thesis, 2005, China. (In Chinese with English abstract)
Li Y F, Zhu Q S, Cao Y K, Wang C L. A leaf vein extraction method based on snakes technique. Proceedings of IEEE International Conference on Neural Networks and Brain, 2005: 885-888.
Neto J C, Meyer G E, Jones D D, Samal A K. Plant species identification using Elliptic Fourier leaf shape analysis. Computers and Electronics in Agriculture, 2006; 50(2): 121- 134.
Bruno O M, Plotze R O, Falvo M, de Castro M. Fractal dimension applied to plant identification. Information Science, 2008; 178(12): 2722-2733.
Wang X F, Huang D S, Du J X, Zhang G J. Feature extraction and recognition for leaf images. Computer Engineering and Applications, 2006; 2006(3): 190-193.
Chen F B, Yang J Y. Modular PCA and its application in human face recognition. Computer Engineering and Design, 2007; 28(8): 1889-1892.
Wang H M, Ou Z Y. Face recognition based on features by PCA/ICA and classification with SVM. Journal of Computer Aided Design & Computer Graphics, 2003; 15(4): 416-420. (In Chinese with English abstract)
Roweis S T, Saul L K. Nonlinear dimensionality reduction by locally linear embedding. Science, 2000; 290(5500): 2323-2326.
Li B, Yang D, Lei M, Ge Y X. Adaptive locally linear embedding based on affinity propagation. Journal of Optoelectronics Laser, 2010; 21(5): 772-778.
Wen G H, Jiang L J, Wen J. Locally linear embedding based on optimization of neighborhood. Journal of System Simulation, 2007; 19(13): 3119-3122. (In Chinese with English abstract)
Wen G H, Jiang L J, Wen J. Dynamically determining neighborhood parameter for locally linear embedding.
Journal of Software, 2008; 19(7): 1666-1673. (In Chinese with English abstract)
Yu J, Qin R X, Deng N Y. Locally linear embedding algorithm based on adaptive nearest neighbor. Control Engineering of China, 2006; 13(5): 469-470. (In Chinese with English abstract)
Hui K H, Xiao B H, Wang C H. Self-regulation of neighborhood parameter for locally linear embedding. Pattern Recognition and Artificial Intelligence, 2010; 23(6): 842-846. (In Chinese with English abstract)
Zhang Y L, Zhuang J, Wang N, Wang S A. Fusion of adaptive local linear embedding and spectral clustering algorithm with application to fault diagnosis. Journal of Xian Jiaotong University, 2010; 44(1): 77-82. (In Chinese with English abstract)
Zhang X F, Huang S B. Adaptive neighborhoods based locally linear embedding algorithm. Journal of Harbin Engineering University, 2012; 33(4): 489-495. (In Chinese with English abstract)
Zhang S W, Huang D S. A robust supervised manifold learning algorithm and its application to plant leaf classification. Pattern Recognition and Artificial Intelligence, 2010; 23(6):836-841. (In Chinese with English abstract)
Yan Q, Liang D, Zhang J J. Recognition method of plant leaves based on Fisher projection-supervised LLE algorithm. Transactions of the Chinese Society for Agricultural Machinery, 2012; 43(9): 179-183. (In Chinese with English abstract)
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