750 citations · 1.4k across the 30 of their papers we have counts for
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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…
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…
Image Analysis for Cosmology: Results from the GREAT10 Galaxy Challenge
T. D. Kitching, S. T. Balan, S. Bridle +25
In this paper we present results from the weak lensing shape measurement GRavitational lEnsing Accuracy Testing 2010 (GREAT10) Galaxy Challenge. This marks an order of magnitude st…