Deep learning-based image exposure enhancement as a pre-processing for an accurate 3D colon surface reconstruction.
Ricardo EspinosaCarlos Axel Garcia-VegaGilberto Ochoa-RuizDominique LamarqueChristian DaulPublished in: CoRR (2023)
Keyphrases
- surface reconstruction
- deep learning
- gradient field
- reconstruction method
- single image
- image data
- input image
- image segmentation
- multiscale
- three dimensional
- segmentation method
- vector field
- image regions
- range images
- image features
- range data
- point cloud
- unsupervised learning
- viewpoint
- energy function
- photometric stereo
- test images
- machine learning
- similarity measure
- mental models
- color histogram
- segmentation algorithm
- multi view