Indolent
发表于 2025-3-25 06:20:56
Convolutional Neural Networks for Image Denoising and Restoration,m solved. The real image noise is much more sophisticated than additive white Gaussian noise, making the existing CNN denoisers generally perform poorly on real noisy images. As a result, it is still very challenging and valuable to study the issues such as noise modeling, acquisition of noisy-clean
Banister
发表于 2025-3-25 07:55:58
,Internal Versus External Denoising—Benefits and Bounds,t closes the gap on the previously reported external denoising bounds. We further compare its performance to internal local multi-scale Oracle (that has the same receptive field as the network). We show that for patches with low ., the network does not manage to reconstruct the best “clean” patch th
Institution
发表于 2025-3-25 12:39:35
Patch-Based Methods for Video Denoising,s the correct preservation of fine texture and details, provided that the noise is Gaussian and white, with known variance. Video acquired by any video camera or mobile phone undergoes several processings from the sensor to the final output. This processing, including at least demosaicking, white ba
machination
发表于 2025-3-25 19:09:00
Noise Characteristics and Noise Perception,racteristics of a real single sensor camera. Real camera noise is fundamentally different from AWGN: it is spatially and chromatically correlated, signal dependent, and its probability distribution is not necessarily Gaussian. Second, the challenging aspects of evaluating denoising results based on
接合
发表于 2025-3-25 22:25:05
Pull-Push Non-local Means with Guided and Burst Filtering Capabilities, but with algorithmic complexity that is decoupled from the kernel size, .. We demonstrate that its denoising capability is comparable to NLM with much larger filter kernels, but at a fraction of the computational cost. In addition to this, we demonstrate extensions to the approach that allows for g
Ledger
发表于 2025-3-26 01:40:12
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业余爱好者
发表于 2025-3-26 04:51:56
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entreat
发表于 2025-3-26 11:09:54
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缓解
发表于 2025-3-26 12:58:39
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某人
发表于 2025-3-26 20:20:59
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