It's our wits that make us men.

We are all mortal

Deep Learning for Image Aesthetic

Posted on By hejw005

Deep Understanding of Image Aesthetic

Deep Understanding of Image Aesthetic

Image stylization

https://zhuanlan.zhihu.com/p/27512619

  • Dongdong Chen, Lu Yuan, Jing Liao, Nenghai Yu, and Gang Hua. “StyleBank: An Explicit Representation for Neural Image Style Transfer”, CVPR

  • Dongdong Chen, Jing Liao, Lu Yuan, Nenghai Yu, and Gang Hua. “Coherent Online Video Style Transfer”, arXiv: 1703.09211

  • Jing Liao, Yuan Yao, Lu Yuan, Gang Hua, and Sing Bing Kang. “Visual Attribute Transfer through Deep Image Analogy”, SIGGRAPH 2017

  • Leon A. Gatys, Alexander S. Ecker, and Matthias Bethge. “A Neural Algorithm of Artistic Style”, CVPR 2016

  • Justin Johnson, Alexandre Alahi, and Li Fei-Fei. “Perceptual losses for real-time style transfer and super-resolution”, ECCV 2016

  • Chuan Li, and Michael Wand. “Combining Markov Random Fields and Convolutional Neural Networks for Image Synthesis”, CVPR 2016

  • Ulyanov, Dmitry, Vadim Lebedev, Andrea Vedaldi, and Victor Lempitsky. “Texture Networks: Feed-forward Synthesis of Textures and Stylized Images” arXiv: 1603.03417

  • Xizhou Zhu, Yuwen Xiong, Jifeng Dai, Lu Yuan, Yichen Wei. “Deep Feature Flow for Video Recognition”, CVPR 2017