Object recognition based on Gabor filter banks and feature decomposition modular neural networks

Nong Sang, Hongwei Tang, Zhiguo Cao, Tianxu Zhang · Proceedings of SPIE, the International Society for Optical Engineering/Proceedings of SPIE · 2003

A new method for designing Gabor filter banks with various frequencies and orientations is proposed to perform feature extraction. A feature decomposition modular neural network classifier based on the feature extraction by the Gabor filter banks is presented for object recognition problems and the influence of band limited noise.

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