Automatic counting of mounds on UAV images: combining instance segmentation and patch-level correction.
Majid Nikougoftar NateghAhmed ZgarenWassim BouachirNizar BouguilaPublished in: ICMLA (2022)
Keyphrases
- fully automatic
- segmentation method
- pixel level
- segmentation algorithm
- image analysis
- edge detection
- test images
- accurate segmentation
- image regions
- image database
- microscopic images
- segmented images
- input image
- segmentation accuracy
- image data
- grey level
- adaptive thresholding
- unsupervised segmentation
- image classification
- segmentation errors
- three dimensional
- region segmentation
- piece wise
- regular grid
- image segmentation
- image slices
- multiple images
- image retrieval
- ground truth
- image segments
- medical images
- microscopy images
- image segmentation algorithms
- level set
- image patches
- watershed segmentation
- bounding box
- single image
- image registration
- medical imaging
- gray value
- feature vectors
- tubular structures
- bias field
- multiscale