Study on an Automatic Classification Method for Determining the Malignancy Grade of Glioma Pathological Sections Based on Hyperspectral Multi-Scale Spatial-Spectral Fusion Features.
Jiaqi ChenJin YangJinyu WangZitong ZhaoMingjia WangCi SunNan SongShulong FengPublished in: Sensors (2024)
Keyphrases
- classification method
- hyperspectral
- hyperspectral images
- multiscale
- hyperspectral imagery
- spectral bands
- multispectral
- spectral signatures
- support vector machine
- spatial resolution
- k nearest neighbor
- remote sensing
- hyperspectral image classification
- information content
- support vector machine svm
- text classification
- knn
- infrared
- nearest neighbor
- hyperspectral remote sensing
- spectral resolution
- hyperspectral imaging
- hyperspectral data
- feature set
- spatial information
- target detection
- natural language processing
- pixel classification
- co occurrence
- image fusion
- image data
- data mining
- mutual information
- neural network