One-paper-one-short-contribution-summary of all latest image/burst/video Denoising papers with code & citation published in top conference and journal.
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Updated
Apr 8, 2024
One-paper-one-short-contribution-summary of all latest image/burst/video Denoising papers with code & citation published in top conference and journal.
[CVPR 2023] Masked Image Training for Generalizable Deep Image Denoising https://arxiv.org/abs/2303.13132
[ACM MM22] Towards Robust Video Object Segmentation with Adaptive Object Calibration, ACM Multimedia 2022
PyTorch implementation of OverNet: Lightweight Multi-Scale Super-Resolution with Overscaling Network (WACV 2021)
The source code of <A Fractional Total Variational CNN Approach for SAR Image Despeckling>
Contains implementation of denoising algorithms.
real-time-rendering-dev
My open source Machine Learning projects
[TAI 2023] Blind Image Despeckling Using Multi-Scale Attention-Guided Neural Network
Images and video restoration in multiple-stages using MIRNETv2 model, additionally object detection on images and video through FASTER-RCNN . And complete web application in flask including responsive front-end
ML Model for Speech Enhancement: Tensorflow 2.x implementation of the paper
Developed an image colorization pipeline utilizing Non-Local Means, Total Variation, and Wavelet Denoising for noise removal, with SIFT and ResNet backbones for feature extraction on ImageNet-1k, and enhanced spatial consistency through joint bilateral filtering and 4K upscaling via bilinear interpolation.
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