Unsupervised Learning of Endoscopy Video Frames' Correspondences from Global and Local Transformation.
Mohammad Ali ArminNick BarnesSalman H. KhanMiaomiao LiuFlorian GrimpenOlivier SalvadoPublished in: OR 2.0/CARE/CLIP/ISIC@MICCAI (2018)
Keyphrases
- video frames
- unsupervised learning
- video images
- video sequences
- video data
- video segmentation
- inter frame
- input video
- single frame
- video content
- successive frames
- temporal coherence
- supervised learning
- consecutive frames
- foreground objects
- semi supervised
- monocular video sequences
- machine learning
- pairwise
- video clips
- transformation parameters
- video recordings
- image features
- video footage
- space time
- active learning
- multi frame
- video summarization
- key frames
- point correspondences