MotilityJ: An open-source tool for the classification and segmentation of bacteria on motility images.
Ángela Casado-GarcíaGabriela ChichónCésar DomínguezManuel García-DomínguezJónathan HerasAdrián InésMaría LópezEloy MataVico PascualYolanda SáenzPublished in: Comput. Biol. Medicine (2021)
Keyphrases
- segmentation algorithm
- image classification
- pigmented skin lesions
- segmentation method
- open source
- image analysis
- test images
- adaptive thresholding
- fully automatic
- image database
- ground truth
- skin lesion
- image regions
- segmented images
- microscopic images
- image data
- edge detection
- accurate segmentation
- low depth of field
- segmentation errors
- image registration
- microscopy images
- piece wise
- unsupervised segmentation
- segmentation accuracy
- feature extraction and selection
- tubular structures
- grey level
- input image
- pixel wise
- color and texture information
- image segments
- image segmentation
- image features
- image retrieval
- three dimensional
- feature extraction
- pixel level
- discriminative classifiers
- grey level co occurrence matrix
- bounding box
- object segmentation
- region growing
- object recognition
- multiple objects
- feature selection
- cell nuclei
- shape prior
- feature vectors
- training set
- automatically segmented
- multiscale
- automatic segmentation
- textural features
- intensity images
- image processing