Automatic localization and segmentation of adherent microplastics in optical micrographs based on improved YOLOv5 and adaptive perceptual UNET 3+++.
Yue HaoPeng WangMinrou CuiZhenhua zengSha MaYixi LiTu ZouXianglin FangLin LinPublished in: Biomed. Signal Process. Control. (2024)
Keyphrases
- fully automatic
- optic disc
- features extraction
- statistical classification
- data driven
- segmentation algorithm
- image segmentation
- level set
- medical images
- segmentation method
- region growing
- perceptual information
- brain mri
- perceptual grouping
- segmentation accuracy
- accurate localization
- semi automatic
- image analysis
- segmentation errors
- automatic image analysis
- object segmentation
- motion segmentation
- shape prior
- symbol recognition
- lesion segmentation
- image processing
- grey level
- magnetic resonance images
- human perception
- reliable detection
- image regions