Awesome-Artifact-Reduction

report of progresses based on image deblocking and artifacts reduction papers

| Year | Title | Publication | Code | | :-----| :----: | :----: | :----: | | 2020 | A Comprehensive Benchmark for Single Image Compression Artifact Reduction | IEEE-TIP | | | 2020 | Pyramid Attention Networks for Image Restoration | DeepAI-Unpublished | github | | 2020 | Residual Dense Network for Image Restoration | IEEE-TPAMI | github | | 2019 | Implicit Dual-domain Convolutional Network for Robust Color Image Compression Artifact Reduction | IEEE-TCSVT | github | | 2019 | Residual Non-local Attention Networks for Image Restoration | ICLR | github | | 2019 | Multi-Level Wavelet Convolutional Neural Networks | IEEE-Access | github | | 2017 | Enhanced Deep Residual Networks for Single Image Super-Resolution Modified for AR | CVPR-CVF | github | | 2015 | Compression Artifacts Reduction by a Deep Convolutional Network | CVF-ICCV | github-1 github-2 | | 2007 | Pointwise Shape-Adaptive DCT for High-Quality Denoising and Deblocking of Grayscale and Color Images | IEEE-TIP | |

Data sets

| Year | Title | Link | | :--: | :--: | :--: | | 2019 | REDS | homepage | 2017 | DIV-2K | download | | 2012 | BSD-500 | download | | 2004 | LIVE-1 | release-2 |

Materials

| Title | Link | | :--: | :--: | | DCT and JPEG compression | stanford | | Quantization tables in JPEG compression | roberstocker |