Deep learning-based depth estimation from a synthetic endoscopy image training set.
Faisal MahmoodNicholas J. DurrPublished in: Medical Imaging: Image Processing (2018)
Keyphrases
- depth estimation
- deep learning
- stereo vision
- image data
- real scenes
- training set
- test images
- scene understanding
- image features
- stereo matching
- input image
- depth map
- single image
- multiscale
- feature matching
- image segmentation
- image matching
- image retrieval
- stereo pair
- viewpoint
- machine learning
- unsupervised learning
- data sets
- graph cuts
- object detection
- depth information
- disparity map
- multiple objects