/deblocking-paper-list

deblocking paper list

JPEG(Image) Artifacts Removal

  • Compression Artifacts Reduction by a Deep Convolutional Network, Apr 2015 [PDF] ✅

    • Image Super-Resolution Using Deep Convolutional Networks, July 2015 [PDF] ✅

  • Removing JPEG Blocking Artifacts Using Machine Learning [PDF] ✅

  • Beyond Deep Residual Learning for Image Restoration: Persistent Homology-Guided Manifold Simplification [PDF1] [PDF2]📖

  • One-to-Many Network for Visually Pleasing Compression Artifacts Reduction, CVPR2017 [PDF]

    • Building Dual-Domain Representations for Compression Artifacts Reduction, ECCV2016 [Poster]

  • AN EFFICIENT DEEP CONVOLUTIONAL NEURAL NETWORKS MODEL FOR COMPRESSED IMAGE DEBLOCKING, 2017 [PDF]

  • CAS-CNN: A Deep Convolutional Neural Network for Image Compression Artifact Suppression, 2016 [PDF]

  • A Learning-Based Approach to Reduce JPEG Artifacts in Image Matting [PDF]

  • ALPHABLEND - A SELF-ADJUSTING ALGORITHM FOR REDUCING ARTIFACTS IN JPEG COMPRESSED IMAGES [PDF]

HEVC Deblocking

  1. Original HEVC

  • Sample Adaptive Offset in the HEVC Standard [PDF]

  • HEVC Deblocking Filter [PDF]

  1. In-loop Improvements

  2. Post-loop Improvements

  • Adaptive Post Filter for Reducing Block Artifacts in High Efficiency Video Coding, 2016 [PDF] ✅

  • Decoder-side HEVC quality enhancement with scalable convolutional neural network, ICME 2016 [PDF]