Lesion2Vec: Deep Metric Learning for Few-Shot Multiple Lesions Recognition in Wireless Capsule Endoscopy Video.
Sodiq AdewolePhilip FernandezMichelle YeghyayanJames JablonskiAndrew CoplandMichael D. PorterSana SyedDonald E. BrownPublished in: CoRR (2021)
Keyphrases
- capsule endoscopy
- metric learning
- computer aided
- video content
- tumor detection
- video data
- narrow band
- video sequences
- distance metric learning
- distance metric
- semi supervised
- key frames
- image analysis
- pairwise
- pattern recognition
- dimensionality reduction
- semi supervised learning
- learning tasks
- nearest neighbor
- multi task
- unsupervised learning
- face recognition
- mahalanobis metric