Multi-spectral Remote Sensing Images Classification Method Based on SVC with Optimal Hyper-parameters.
Yi-Nan GuoDawei XiaoJian ChengMei YangPublished in: AICI (3) (2011)
Keyphrases
- remote sensing images
- classification method
- multispectral
- hyperparameters
- remote sensing
- change detection
- multi spectral images
- closed form
- k nearest neighbor
- remotely sensed images
- support vector machine svm
- image data
- satellite images
- cross validation
- text classification
- land cover
- bayesian inference
- classification algorithm
- model selection
- image analysis
- multispectral images
- remote sensing data
- bayesian framework
- support vector
- support vector machine
- knn
- image processing
- hyperspectral
- noise level
- random sampling
- high quality
- prior information
- pairwise
- maximum likelihood
- incremental learning
- computer vision
- high resolution
- data sets