58 citations · 86 across the 4 of their papers we have counts for
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cs.CV2012★ 58 cited
Image denoising with multi-layer perceptrons, part 1: comparison with existing algorithms and with bounds
Harold Christopher Burger, Christian J. Schuler, Stefan Harmeling
Image denoising can be described as the problem of mapping from a noisy image to a noise-free image. The best currently available denoising methods approximate this mapping with cl…
cs.CV2012★ 26 cited
Image denoising with multi-layer perceptrons, part 2: training trade-offs and analysis of their mechanisms
Harold Christopher Burger, Christian J. Schuler, Stefan Harmeling
Image denoising can be described as the problem of mapping from a noisy image to a noise-free image. In another paper, we show that multi-layer perceptrons can achieve outstanding…