An integrated framework for image classification
作者： Xuling Luo , G. Mirchandani
DOI: 10.1109/ICASSP.2000.862058
关键词:
摘要: This paper presents a novel method for classifying an image into one of predefined classes in data bank by applying mutual information to representation the Fourier amplitude domain. Template and test images are made translation rotation invariant through Fourier-Mellin transform. While could be employed here, we choose instead apply it lower dimension phase spectrum generated complex multiresolution wreath product transform spectrum. The this adequately preserves edges even at resolutions while permitting same time, reduction computational burden. Brodatz textures ORL faces used demonstrate capability algorithm.
sci-hub.se 参考文章(11)
F. Maes, A. Collignon, D. Vandermeulen, G. Marchal, P. Suetens, Multimodality image registration by maximization of mutual information IEEE Transactions on Medical Imaging. ,vol. 16, pp. 187- 198 ,(1997) , 10.1109/42.563664
R.W. Picard, T. Kabir, Finding similar patterns in large image databases IEEE International Conference on Acoustics Speech and Signal Processing. ,vol. 5, pp. 161- 164 ,(1993) , 10.1109/ICASSP.1993.319772
P.J. Phillips, Matching pursuit filters applied to face identification IEEE Transactions on Image Processing. ,vol. 7, pp. 1150- 1164 ,(1998) , 10.1109/83.704308
F.S. Samaria, A.C. Harter, Parameterisation of a stochastic model for human face identification workshop on applications of computer vision. pp. 138- 142 ,(1994) , 10.1109/ACV.1994.341300
A.V. Oppenheim, J.S. Lim, The importance of phase in signals Proceedings of the IEEE. ,vol. 69, pp. 529- 541 ,(1981) , 10.1109/PROC.1981.12022
A.K. Jain, S. Prabhakar, Lin Hong, A multichannel approach to fingerprint classification IEEE Transactions on Pattern Analysis and Machine Intelligence. ,vol. 21, pp. 348- 359 ,(1999) , 10.1109/34.761265
B.S. Reddy, B.N. Chatterji, An FFT-based technique for translation, rotation, and scale-invariant image registration IEEE Transactions on Image Processing. ,vol. 5, pp. 1266- 1271 ,(1996) , 10.1109/83.506761
R. Foote, G. Mirchandani, D.N. Rockmore, D. Healy, T. Olson, A wreath product group approach to signal and image processing .I. Multiresolution analysis IEEE Transactions on Signal Processing. ,vol. 48, pp. 102- 132 ,(2000) , 10.1109/78.815483
P. Viola, W.M. Wells, Alignment by maximization of mutual information international conference on computer vision. ,vol. 24, pp. 16- 23 ,(1995) , 10.1109/ICCV.1995.466930
G. Mirchandani, R. Foote, D.N. Rockmore, D. Healy, T. Olson, A wreath product group approach to signal and image processing .II. Convolution, correlation, and applications IEEE Transactions on Signal Processing. ,vol. 48, pp. 749- 767 ,(2000) , 10.1109/78.824670