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: ICMLA (2023)
Keyphrases
- segmentation algorithm
- segmentation method
- test images
- cell segmentation
- microscopy images
- segmentation errors
- ground truth
- image data
- input image
- accurate segmentation
- edge detection
- fully automatic
- image analysis
- segmented images
- image features
- image retrieval
- microscopic images
- grey level
- image regions
- three dimensional
- unsupervised segmentation
- pixel wise
- image database
- segmentation accuracy
- automatically segmented
- gray level images
- piece wise
- pixel level
- object segmentation
- object recognition
- brain mr images
- cardiac magnetic resonance
- positron emission tomography
- tubular structures
- adaptive thresholding
- region growing
- image registration
- multiscale
- cell nuclei
- watershed transform
- image segmentation algorithms
- intensity distribution
- image segments
- outdoor scenes
- intensity images
- image pixels
- level set