A CNN-Based Depth Estimation Approach with Multi-scale Sub-pixel Convolutions and a Smoothness Constraint.
Shiyu ZhaoLin ZhangYing ShenYongning ZhuPublished in: ACCV (2) (2018)
Keyphrases
- depth estimation
- smoothness constraint
- multiscale
- pixel wise
- stereo vision
- depth map
- dynamic scenes
- motion segmentation
- stereo matching
- optical flow estimation
- optical flow
- spatially varying
- input image
- image intensity
- energy function
- super resolution
- stereo pair
- scale space
- image processing
- feature matching
- disparity map
- image segmentation
- edge detection
- pairwise
- moving objects
- foreground objects
- stereo images
- dynamic programming
- background subtraction
- keypoints
- object recognition
- face detection