An objective validation of polyp and instrument segmentation methods in colonoscopy through Medico 2020 polyp segmentation and MedAI 2021 transparency challenges.
Debesh JhaVanshali SharmaDebapriya BanikDebayan BhattacharyaKaushiki RoySteven Alexander HicksNikhil Kumar TomarVajira ThambawitaAdrian KrenzerGe-Peng JiSahadev PoudelGeorge BatchkalaSaruar AlamAwadelrahman M. A. AhmedQuoc-Huy TrinhZeshan KhanTien-Phat NguyenShruti ShresthaSabari NathanJeonghwan GwakRitika Kumari JhaZheyuan ZhangAlexander SchlaeferDebotosh BhattacharjeeManas Kamal BhuyanPradip K. DasSravanthi ParasaSharib AliMichael A. RieglerPål HalvorsenUlas BagciThomas de LangePublished in: CoRR (2023)
Keyphrases
- segmentation accuracy
- image segmentation
- segmentation algorithm
- segmentation method
- level set
- image segmentation methods
- objects in video sequences
- berkeley segmentation dataset
- region growing
- fully automatic
- medical images
- multiscale
- image segmentation algorithms
- benchmark datasets
- image segmentation algorithm
- image analysis
- motion segmentation
- shape prior
- significant improvement
- object segmentation
- pixel level
- lessons learned
- background subtraction
- input image
- preprocessing
- object detection
- data sets