Unsupervised Learning of High-resolution Light Field Imaging via Beam Splitter-based Hybrid Lenses.
Jianxin LeiChengcai XuLangqing ShiJunhui HouPing ZhouPublished in: CoRR (2024)
Keyphrases
- light field
- imaging systems
- super resolution
- high resolution
- unsupervised learning
- low resolution
- image reconstruction
- single shot
- image formation
- synthetic aperture
- image based rendering
- acquired images
- multi view
- image restoration
- supervised learning
- face recognition across pose
- super resolved
- spatial resolution
- semi supervised
- high quality
- single image
- depth map
- light field rendering
- high resolution images
- scene geometry
- remote sensing
- image processing
- field of view
- machine learning
- expectation maximization
- camera array
- epipolar plane
- model selection
- image sensor
- face images
- object recognition
- video frames
- dimensionality reduction
- motion estimation
- d objects
- three dimensional
- synthetic aperture imaging