Monitoring the Spatiotemporal Trajectory of Urban Area Hotspots Using the SVM Regression Method Based on NPP-VIIRS Imagery.
Yuling RuanYanhong ZouMinghui ChenJingya ShenPublished in: ISPRS Int. J. Geo Inf. (2021)
Keyphrases
- regression method
- urban areas
- satellite imagery
- kernel function
- knn
- support vector machine
- support vector
- support vector machine svm
- aerial images
- linear regression
- support vector regression
- satellite images
- regression model
- travel time
- remote sensing images
- k nearest neighbor
- geographic information systems
- svm classifier
- regression analysis
- partial least squares
- image data
- moving objects
- feature selection
- image processing
- machine learning
- change detection
- data sets
- least squares
- feature space
- remote sensing
- nearest neighbor
- classification accuracy
- computer vision
- training data