Super-Resolution for Monocular Depth Estimation With Multi-Scale Sub-Pixel Convolutions and a Smoothness Constraint.
Shiyu ZhaoLin ZhangYing ShenShengjie ZhaoHuijuan ZhangPublished in: IEEE Access (2019)
Keyphrases
- super resolution
- depth estimation
- smoothness constraint
- multiscale
- optical flow
- pixel wise
- motion estimation
- image patches
- low resolution
- high resolution
- depth map
- optical flow estimation
- spatially varying
- image sequences
- motion segmentation
- motion blur
- image restoration
- single image
- multi frame
- high quality
- energy function
- natural images
- scale space
- stereo matching
- motion field
- motion model
- input image
- image processing
- vector field
- motion vectors
- pixel values
- stereo vision
- d scene
- computational complexity
- motion compensation
- appearance model
- feature vectors
- three dimensional