Removing Cloud from Remote Sensing Digital Images Based on Anisotropic Kernel Function
- Resource Type
- Authors
- Junqing Feng; Guohong Liang
- Source
- Emerging Trends in Intelligent and Interactive Systems and Applications ISBN: 9783030637835
- Subject
- Statistics::Theory
business.industry
Computer science
Nonparametric statistics
Pattern recognition
Cloud computing
Regression analysis
Regression
Statistics::Computation
Statistics::Machine Learning
Digital image
ComputingMethodologies_PATTERNRECOGNITION
Dimension (vector space)
Kernel (statistics)
Statistics::Methodology
Kernel regression
Artificial intelligence
business
- Language
Kernel regression is a kind of nonparametric estimation method. Its remarkable advantage is that the regression model is completely driven by data and does not need specific signal form. In this paper, the kernel regression method is summarized comprehensively, the definition of kernel regression from low dimension to high dimension, some important useful properties of kernel regression are deduced.