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1. Adaptive Two-Pass Median Filter Based on Support Vector Machines for Image Restoration.

Author

Tzu-Chao Lin, Masato and Pao-Ta Yu, Masato

Subjects
*ADAPTIVE filters, *IMAGING systems, *NOISE, *IMAGE reconstruction, *ELECTRIC filters, *ELECTRIC networks
Abstract

Proposes a novel adaptive filter, the adaptive two-pass median filter based on support vector machines (SVM), to preserve more image details while effectively suppressing impulse noise for image restoration. Use of a noise decision maker and two-pass median filters; Use of an SVM impulse detector to judge whether the input pixel is noise.

Published
2004
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