Generative deep learning-enabled ultra-large field-of-view lens-free imaging.
Ronald B. LiuZhe LiuMax G. A. WolfKrishna P. PurohitGregor FritzYi FengCarsten G. HansenPierre O. BagnaninchiXavier Casadevall i SolvasYunjie YangPublished in: CoRR (2024)
Keyphrases
- field of view
- deep learning
- wide angle
- high resolution
- unsupervised learning
- limited field of view
- image acquisition
- single viewpoint
- perspective camera
- optical center
- machine learning
- low resolution
- image resolution
- imaging systems
- light field
- super resolution
- image processing
- omnidirectional camera
- generative model
- mental models
- binocular vision
- wide field of view
- weakly supervised
- high quality
- image sensor
- computer vision
- panoramic images
- calibration method
- three dimensional
- image sequences
- region of interest
- multi view
- object recognition
- medical images
- supervised learning