Gabor Filters for Rotation Invariant Texture Classification

نویسنده

  • Nishan Canagarajah
چکیده

A Gabor filter based feature extraction scheme for texture classification is proposed. By using a novel set of circularly symmetric filters, rotation invariance is achieved. The scheme offers a high classification performance on textures at any orientation using both fewer features and a smaller area of analysis than most existing schemes. The performance of the scheme on noisy images is also investigated, demonstrating a high robustness to noise.

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تاریخ انتشار 2009