Survey: Deep Learning for Computational Photography

  • Published : 2015.09.18

Abstract

Keywords

References

  1. A. Krizhevsky, I. Sutskever, G. E. Hinton, "ImageNet Classification with Deep Convolutional Neural Networks," in NIPS 2012
  2. C. Szegedy, W. Liu, Y. Jia, P. Sermanet, S. Reed, D. Anguelov, D. Erhan, V. Vanhoucke, A. Rabinovich, "Going Deeper with Convolutions," in CVPR 2015
  3. H. C. Burger, C. J. Schuler, S. Harmeling, "lmage denoising: Can plain Neural Networks compete with BM3D?" in CVPR. 2012
  4. V. Jain, S. Seung, "Natural Image Denoising with Convolutional Networks," in NIPS 2008.
  5. J. Xie, L. Xu, E. Chen, "Image Denoising and Inpainting with Deep Neural Networks," in NIPS 2012
  6. C. Dong, C. C. Loy, K. He, X. Tang, "Learning a Deep Convolutional Network for Image Super-Resolution," in ECCV 2014
  7. L. Xu, I. S. Ren, C. Liu, J. Jia, "Deep Convolutional Neural Network for Image Deconvolution," in NIPS 2014
  8. J. Sun, , W. Cao, , Z. Xu , J. Ponce, "Learning a Convolutional Neural Network for Non-uniform Motion Blur Removal", in CVPR 2015
  9. D. Eigen, D. Krishnan, R. Fergus, "Restoring An Image Taken Through a Window Covered with Dirt or Rain," in ICCV 2013
  10. L. Xu, J.SJ. Ren, Q. Yan, R. Liao, J. Jia "Deep Edge-Aware Filters," in ICML 2015
  11. A. Dosovitskiy, J. T. Springenberg, T. Brox, "Learning to Generate Chairs with Convolutional Neural Networks," in CVPR 2015