Automating lichen monitoring in ecological studies using instance segmentation of time-lapse images.
Safwen NaimiOlfa KoubaaWassim BouachirGuillaume-Alexandre BilodeauGregory JeddorePatricia BainesDavid L. P. CorreiaAndre ArsenaultPublished in: CoRR (2023)
Keyphrases
- segmentation algorithm
- segmentation method
- image analysis
- microscopy images
- cell segmentation
- image regions
- accurate segmentation
- edge detection
- test images
- segmentation errors
- segmented images
- microscopic images
- ground truth
- image features
- image data
- adaptive thresholding
- brain mr images
- grey level
- fully automatic
- image segmentation
- image pixels
- pixel wise
- unsupervised segmentation
- intensity distribution
- segmentation accuracy
- three dimensional
- bounding box
- image registration
- piece wise
- image retrieval
- image slices
- object recognition
- input image
- multiple objects
- tubular structures
- image database
- image segments
- low depth of field
- cell nuclei
- multiscale
- gray level images
- microscope images
- outdoor scenes
- intensity images
- positron emission tomography
- region growing
- energy function
- automatically segmented
- confocal microscopy
- medical images
- image processing