Fast Treetops Counting Using Mathematical Image Symmetry, Segmentation, and Fast k-Means Classification Algorithms.
Eduardo Orbe-TrujilloCarlos J. NovilloMiguel Pérez-RamírezJosé Luis Vázquez-AvilaAgustín Pérez-RamírezPublished in: Symmetry (2022)
Keyphrases
- image classification
- segmentation method
- image segmentation
- multiscale
- image analysis
- segmentation algorithm
- image segmentation algorithms
- pixel classification
- classification algorithm
- grey level
- edge detection
- low level vision
- image pixels
- image regions
- k means
- input image
- test images
- image segmentation methods
- adaptive thresholding
- decision trees
- textural features
- bilateral symmetry
- segmented images
- single image
- feature extraction
- image data
- image segmentation algorithm
- segmentation accuracy
- image features
- energy functional
- data clustering
- level set
- unsupervised clustering
- image representation
- support vector machine
- image retrieval
- image content
- image segments
- clustering algorithm
- image processing
- learning algorithm
- region segmentation
- skin lesion
- microscopy images