AwesomeDeepVision

Awesome Deep Vision

A curated list of deep learning resources for computer vision, inspired by awesome-php and awesome-computer-vision.

Contributing

Please feel free to pull requests or email jiwon@alum.mit.edu to add links.

Papers

Low-Level Vision

Super-Resolution

• SRCNN [Web] [Paper-ECCV14] [Paper-arXiv15]
  • Chao Dong, Chen Change Loy, Kaiming He, Xiaoou Tang, Learning a Deep Convolutional Network for Image Super-Resolution, in ECCV 2014
  • Chao Dong, Chen Change Loy, Kaiming He, Xiaoou Tang. Image Super-Resolution Using Deep Convolutional Networks, arXiv:1501.00092 (2015)

Compression Artifacts Reduction

• Compression Artifacts Reduction by a Deep Convolutional Network [Paper-arXiv15]
  • Chao Dong, Yubin Deng, Chen Change Loy, Xiaoou Tang, Compression Artifacts Reduction by a Deep Convolutional Network, arXiv:1504.06993