Depth map restoration and upsampling for kinect v2 based on IR-depth consistency and joint adaptive kernel regression.
C. WangZ. C. LinShing-Chow ChanPublished in: ISCAS (2015)
Keyphrases
- depth map
- kernel regression
- depth information
- multi view
- stereo matching
- regression model
- three dimensional
- high quality
- d scene
- nadaraya watson
- depth data
- depth estimation
- depth cameras
- view synthesis
- input image
- super resolution
- linear regression
- image sequences
- free viewpoint
- depth images
- high resolution
- dense depth maps
- real scenes
- time of flight
- image restoration
- regression methods
- image processing
- scene geometry
- input data
- depth cues
- low resolution
- shape from focus
- depth video
- least squares
- parameter optimization
- face recognition
- dense depth map
- pairwise