Mapping Highly Heterogeneous Impervious Surface in the Urban-Rural Fringe using Integrated Hard and Soft Classification from Incorporating Spectral and Texture Features.
Shuang ZhuJinshui ZhangXiaohe GuJunwen YangBaolin XianPublished in: IGARSS (2018)
Keyphrases
- texture features
- feature vectors
- highly heterogeneous
- texture feature extraction
- gabor filtering
- feature extraction
- wavelet features
- texture analysis
- textural features
- texture images
- gabor filters
- image features
- rotation invariant
- shape features
- texture classification
- feature set
- classification accuracy
- gray level
- color and texture features
- gabor wavelets
- texture information
- support vector
- distance measure
- geometrical features
- texture features are extracted
- local binary pattern
- image classification
- d objects
- feature space
- color features
- textured images
- data sets
- spatial information
- image texture
- wavelet transform
- texture patterns
- multiscale
- decision trees
- machine learning