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A DIMENSION REDUCTION-BASED METHOD FOR CLASSIFICATION OF HYPERSPECTRAL AND LIDAR DATA
Hyperspectral Image Lidar Data Dimension Reduction SVM Classification Fusion
2016/1/15
The existence of various natural objects such as grass, trees, and rivers along with artificial manmade features such as buildings and roads, make it difficult to classify ground objects. Consequently...
Research on dimension reduction method for hyperspectral remote sensing image based on global mixture coordination factor analysis
Dimension reduction Coordination factor analysis Hyperspectral remote sensing Feature construction Manifold learning
2015/7/27
Over the past thirty years, the hyperspectral remote sensing technology is attracted more and more attentions by the researchers. The dimension reduction technology for hyperspectral remote sensing im...
FUSION OF HYPERSPECTRAL AND LIDAR DATA BASED ON DIMENSION REDUCTION AND MAXIMUM LIKELIHOOD
Lidar, Hyper-spectral Fusion Classification
2015/5/6
Limitations and deficiencies of different remote sensing sensors in extraction of different objects caused fusion of data from different sensors to become more widespread for improving classificatio...
Surrogate-based modeling and dimension reduction techniques for multi-scale mechanics problems
Multi-scale mechanics Cryogenic cavitating flow Surrogate-based modeling Active flow control Engineering system
2012/2/28
Successful modeling and/or design of engineering systems often requires one to address the impact of multiple “design variables” on the prescribed outcome. There are often multiple, competing objectiv...
Dimension Reduction of Solid Models by Mid-Surface Generation
Dimensional reduction Mid-surface Geometry replacement
2009/8/19
Recently, feature-based solid modeling systems have been widely used in product design. However, for engineering analysis of a product model, an abstracted CAD model composed of mid-surfaces is desira...
Dimension Reduction Method in Thermodynamics of Multireaction Systems* Residual Properties, Property Changes of Mixing and Excess Properties Relations
thermodynamics phase equilibrium multireaction
2009/4/22
Based on the fundamental thermodynamic principle the relationships of the residual properties, the property changes of mixing and the excess properties between the hypothetical solution of unreacted i...
Dimension Reduction Method in Thermodynamics of Multireaction Systems (I) Mole Numbers, Thermodynamic Properties and Partial Molar Properties Relations
thermodynamics phase equilibrium multireactio
2009/4/22
Dimension Reduction Method in Thermodynamics of Multireaction Systems (I) Mole Numbers, Thermodynamic Properties and Partial Molar Properties Relations.