denosing

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

This toolbox evaluates the low contrast detectability (LCD) performance of CT image reconstruction and denoising algorithms using model observers with the MITA-LCD phantom.

Skull stripping using Morphologial Operators and Image denoising using Rough Sets along with other interesting problems.

My open source Machine Learning projects

[TAI 2023] Blind Image Despeckling Using Multi-Scale Attention-Guided Neural Network

ML Model for Speech Enhancement: Tensorflow 2.x implementation of the paper

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

The 4th Solution of MegCup2022

🎶 A two-phase audio processing project for a Signals & Systems course—combining FFT-based noise removal and a customizable 10-band equalizer using digital filtering.

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.