mlsanityData to 14 Oct 2026

Image and Texture Independent Deep Learning Noise Estimation using Multiple Frames

arXiv 2207.07604 ↗First posted 15 Jul 2022cs.CVcited by 0

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Abstract (arXiv)

In this study, a novel multiple-frame based image and texture independent convolutional Neural Network (CNN) noise estimator is introduced. The estimator works.

Key facts. No citing papers in the map yet (data through 14 Oct 2026). Builds on 3 of its 27 references that are in the map. First posted on arXiv 15 Jul 2022.

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3 of 27 references.

References · 3

  1. 2014Fully Convolutional Networks for Semantic Segmentationcited by 4,859
  2. 2016Beyond a Gaussian Denoiser: Residual Learning of Deep CNN for Image Denoisingcited by 1,358
  3. 2016SqueezeNet: AlexNet-level accuracy with 50x fewer parameters and <0.5MB model sizecited by 1,060

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