A Light-weight Interpretable CompositionalNetwork for Nuclei Detection and Weakly-supervised Segmentation.
Yixiao ZhangAdam KortylewskiQing LiuSeyoun ParkBenjamin GreenElizabeth EngleGuillermo AlmodovarRyan WalkSigfredo Soto-DiazJanis TaubeAlex SzalayAlan L. YuillePublished in: CoRR (2021)
Keyphrases
- lightweight
- weakly supervised
- semantic segmentation
- superpixels
- segmentation method
- object detectors
- fully supervised
- object class
- bounding box
- segmentation algorithm
- object detection
- object segmentation
- multiscale
- relation extraction
- topic models
- semi supervised
- conditional random fields
- image segmentation
- level set
- medical images
- named entities
- wireless sensor networks
- image processing
- multi class
- object categories
- object classes
- energy function