Single image density map estimation based on multi-column CNN and boosting.
Xiaoyu LiuDenning CampbellZhenyu GuoPublished in: GlobalSIP (2017)
Keyphrases
- single image
- map estimation
- maximum a posteriori
- maximum likelihood
- markov random field
- multiple images
- shape recovery
- image pairs
- d scene
- light source
- maximum a posterior
- noisy images
- super resolution
- blind deconvolution
- blur kernel
- em algorithm
- expectation maximization
- shape from shading
- disparity map
- high quality
- intrinsic images
- computer vision
- wavelet transform
- high resolution