A Novel Off-Line Signature Verification Based on Adaptive Multi-resolution Wavelet Zero-Crossing and One-Class-One-Network

作者: Zhiqiang Ma , Xiaoyun Zeng , Lei Zhang , Meng Li , Chunguang Zhou

DOI: 10.1007/978-3-540-72395-0_131

关键词: Artificial intelligenceMulti resolutionWavelet packet decompositionPattern recognitionMathematicsZero crossingWaveletClassifier (UML)Wavelet transformOff lineCurvature

摘要: … A new approach based on wavelet and one-class-one-network … Synchronously, the one-class-onenetwork classifier is … , how to combine one-class-one-network classifier with other …

参考文章(11)
Rafael C. Gonzales, Paul Wintz, Digital image processing (2nd ed.) Addison-Wesley Longman Publishing Co., Inc.. ,(1987)
B. F. Logan, Information in the zero crossings of bandpass signals Bell System Technical Journal. ,vol. 56, pp. 487- 510 ,(1977) , 10.1002/J.1538-7305.1977.TB00522.X
Jun-Wei Hsieh, Hong-Yuan Mark Liao, Kuo-Chin Fan, Ming-Tat Ko, Yi-Ping Hung, None, Image Registration Using a New Edge-Based Approach Computer Vision and Image Understanding. ,vol. 67, pp. 112- 130 ,(1997) , 10.1006/CVIU.1996.0517
Maan Ammar, Yuuji Yoshida, Teruo Fukumura, Structural description and classification of signature images Pattern Recognition. ,vol. 23, pp. 697- 710 ,(1990) , 10.1016/0031-3203(90)90093-Z
Jun-Wei Hsieh, Hong-Yuan Mark Liao, Ming-Tat Ko, Kuo-Chin Fan, None, Wavelet-based shape from shading Graphical Models and Image Processing. ,vol. 57, pp. 343- 362 ,(1995) , 10.1006/GMIP.1995.1030
S. Mallat, Zero-crossings of a wavelet transform IEEE Transactions on Information Theory. ,vol. 37, pp. 1019- 1033 ,(1991) , 10.1109/18.86995
S.G. Mallat, A theory for multiresolution signal decomposition: the wavelet representation IEEE Transactions on Pattern Analysis and Machine Intelligence. ,vol. 11, pp. 674- 693 ,(1989) , 10.1109/34.192463
D.J. Burr, Experiments on neural net recognition of spoken and written text IEEE Transactions on Acoustics, Speech, and Signal Processing. ,vol. 36, pp. 1162- 1168 ,(1988) , 10.1109/29.1643
Yingyong Qi, B.R. Hunt, A multiresolution approach to computer verification of handwritten signatures IEEE Transactions on Image Processing. ,vol. 4, pp. 870- 874 ,(1995) , 10.1109/83.388092