RankED: Addressing Imbalance and Uncertainty in Edge Detection Using Ranking-based Losses.
Bedrettin CetinkayaSinan KalkanEmre AkbasPublished in: CoRR (2024)
Keyphrases
- edge detection
- ranked list
- rank order
- edge detector
- highly ranked
- image enhancement
- ranking algorithm
- pairwise comparisons
- image processing
- learning to rank
- expected loss
- result list
- uncertain data
- multiscale
- web search
- retrieved documents
- zero crossing
- edge points
- sobel operator
- multiattribute utility
- noisy images
- region growing
- imbalanced datasets
- search engine
- computer vision
- recursive filtering
- ranking functions
- user feedback
- class distribution
- conditional probabilities
- signal to noise ratio
- decision theory
- retrieval systems
- probability distribution
- belief functions
- class imbalance
- link analysis