Image Texture Analysis Enhances Classification of Fire Extent and Severity Using Sentinel 1 and 2 Satellite Imagery.
Rebecca K. GibsonAnthea MitchellHsing-Chung ChangPublished in: Remote. Sens. (2023)
Keyphrases
- texture analysis
- gabor filtering
- textural features
- satellite imagery
- image analysis
- image classification
- texture discrimination
- feature extraction
- texture features
- texture classification
- texture description
- gray level
- image features
- satellite images
- fractal analysis
- rotation invariant
- pattern recognition
- remote sensing
- input image
- multiresolution
- pattern spectrum
- fractal dimension
- gabor filters
- texture segmentation
- image texture
- texture images
- image data
- image content
- local binary pattern
- multiscale
- natural textures
- feature vectors
- image segmentation
- feature selection
- support vector
- computer vision
- high resolution
- co occurrence
- hough transform
- spatial frequency
- change detection
- data sets
- classification accuracy
- feature space
- high quality
- image processing
- machine learning
- pixel classification
- spatial information