Data-driven light field depth estimation using deep Convolutional Neural Networks.
Xing SunZhimin XuNan MengEdmund Y. LamHayden Kwok-Hay SoPublished in: IJCNN (2016)
Keyphrases
- light field
- depth estimation
- convolutional neural networks
- super resolution
- depth map
- multi view
- stereo vision
- low resolution
- dynamic scenes
- high resolution
- stereo matching
- depth information
- image formation
- high quality
- single image
- image based rendering
- stereo pair
- motion estimation
- image restoration
- real scenes
- scene understanding
- d scene
- view synthesis
- motion blur
- video frames
- image processing
- camera calibration
- d objects
- three dimensional
- multiple cameras
- multiple views
- range images
- active learning