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In this paper, we proposed an adaptive filter with weight-training mechanism for image noise cancellation. The processing is divided into the weight-training phase and the block-adaptation phase. The weight-training phase finds a suitable weight matrix to be the initial one of the block-adaptation phase. Simulation results with the block sizes of 8 times 8, 16 times 16, and 32 times 32 verify that this approach perform well.
Information, Decision and Control, 2007. IDC '07
Date of Conference: 12-14 Feb. 2007