Deep leaf: Mask R-CNN based leaf detection and segmentation from digitized herbarium specimen images.
Abdelaziz TrikiBassem BouazizJitendra GaikwadWalid MahdiPublished in: Pattern Recognit. Lett. (2021)
Keyphrases
- segmentation method
- bounding box
- segmentation algorithm
- image analysis
- image database
- test images
- image data
- accurate segmentation
- segmentation errors
- automatically segmented
- fully automatic
- cell segmentation
- segmented images
- image regions
- input image
- microscope images
- texture and shape features
- microscopic images
- adaptive thresholding
- digitized images
- image registration
- detecting objects
- intensity variations
- spot detection
- grey level
- edge detection
- image features
- complex background
- intravascular ultrasound
- detection algorithm
- pixel level
- low signal to noise ratio
- detection rate
- segmentation accuracy
- circular hough transform
- accurate localization
- orientation estimation
- line extraction
- detection method
- text detection
- pixel wise
- object recognition
- object detection
- ground truth
- optic disc
- markov random field
- medical images
- cell nuclei
- microscopy images
- lymph nodes
- image segmentation algorithms
- traffic signs
- multiscale