CVPR 2022

官网链接:http://CVPR2022.thecvf.com
会议时间:2021年6月19日-6月24日

现将超分辨率方向上接收的论文汇总如下,遗漏之处还请大家斧正。

图像超分

  1. Local Texture Estimator for Implicit Representation Function
  2. Reflash Dropout in Image Super-Resolution
  3. Towards Bidirectional Arbitrary Image Rescaling: Joint Optimization and Cycle Idempotence

盲超分

  1. Deep Constrained Least Squares for Blind Image Super-Resolution
  2. Learning the Degradation Distribution for Blind Image Super-Resolution
  3. Blind Image Super-resolution with Elaborate Degradation Modeling on Noise and Kernel

视频超分

  1. Look Back and Forth: Video Super-Resolution with Explicit Temporal Difference Modeling

  2. RSTT: Real-time Spatial Temporal Transformer for Space-Time Video Super-Resolution

  3. Reference-based Video Super-Resolution Using Multi-Camera Video Triplets

  4. Learning Trajectory-Aware Transformer for Video Super-Resolution

特殊场景

  1. A Text Attention Network for Spatial Deformation Robust Scene Text Image Super-resolution
  2. Details or Artifacts: A Locally Discriminative Learning Approach to Realistic Image Super-Resolution

AAAI 2022

AAAI是人工智能领域中历史最悠久、涵盖内容最广泛的国际顶级学术会议之一,也是中国计算机学会(CCF)推荐的人工智能领域A级国际学术会议之一。据了解,本届会议收到来自全球的9215篇投稿论文,而接受率仅为15%,创历史新低。

官方网址:https://aaai.org/Conferences/AAAI-22/

图像超分

  1. Efficient Non-Local Contrastive Attention for Image Super-Resolution
  2. Best-Buddy GANs for Highly Detailed Image Super-Resolution

特殊场景

  1. Text Gestalt: Stroke-Aware Scene Text Image Super-Resolution

  2. Detail-Preserving Transformer for Light Field Image Super-Resolution

  3. Coarse-to-Fine Embedded PatchMatch and Multi-Scale Dynamic Aggregation for Reference-Based Super-Resolution

  4. Feature Distillation Interaction Weighting Network for Lightweight Image Super-Resolution

  5. SCSNet: An Efficient Paradigm for Learning Simultaneously Image Colorization and Super-Resolution

WACV 2022

WACV是IEEE Winter Conference on Applications of Computer Vision缩写,根据谷歌学术显示在 Computer Vision & Pattern Recognition 领域, WACV是排在CVPR \ ICCV \ ECCV \ BMVC 之后的较高质量的国际会议。

官方网址:https://openaccess.thecvf.com/WACV2022

图像超分

  1. DAQ: Channel-Wise Distribution-Aware Quantization for Deep Image Super-Resolution Networks
  2. edge-SR: Super-Resolution For The Masses

视频超分

  1. MEGAN: Memory Enhanced Graph Attention Network for Space-Time Video Super-Resolution
  2. Normalizing Flow as a Flexible Fidelity Objective for Photo-Realistic Super-resolution

特殊场景

  1. Hyperspectral Image Super-Resolution With RGB Image Super-Resolution as an Auxiliary Task
  2. MoESR: Blind Super-Resolution Using Kernel-Aware Mixture of Experts
  3. Multi-Dimensional Dynamic Model Compression for Efficient Image Super-Resolution

参考资料

  1. CVPR 2022 全面盘点:最新350篇论文分方向汇总 / 代码 / 解读 / 直播 / 项目(更新中)
  2. Awesome-Super-Resolution
  3. CVPR2022-Paper-Code-Interpretation