Hyperspectral Data Unmixing Algorithm Comparative Analysis Based on Linear Spectral Mixture Model

2013 ◽  
Author(s):  
Cheng Baozhi
Keyword(s):  
Comparative Analysis ◽  
Mixture Model ◽  
Hyperspectral Data ◽  
Spectral Mixture

Linear spectral mixture model as a tool for monitoring deforestation and timber exploitation in the Brazilian Amazon

2003 ◽  
Author(s):  
Joao R. dos Santos ◽  
Yosio E. Shimabukuro ◽  
Valdete Duarte ◽  
Paulo Mauricio Lima de Alencastro Graea ◽  
Patricia Guedes da Silva
Keyword(s):  
Mixture Model ◽  
Brazilian Amazon ◽  
Spectral Mixture

scholarly journals Spectroscopic Imaging of Solid Planetary Surfaces

1995 ◽  
Vol 149 ◽  
pp. 294-297
Author(s):  
P.C. Pinet
Keyword(s):  
Remote Sensing ◽  
Spectroscopic Data ◽  
Hyperspectral Data ◽  
Solid Surfaces ◽  
Spectroscopic Techniques ◽  
Planetary Surfaces ◽  
Spectral Variability ◽  
Mixture Modelling ◽  
Spectral Mixture ◽  
Orbital Imaging

Seen from Sirius through the eye of the telescope, our inner solar system would easily fit within one CCD-pixel. The purpose of the present paper is: i) to provide with a general overview of the use of imaging or 3D-spectroscopy for the study of the solid planetary surfaces, ii) to demonstrate that the analysis of 3D spectroscopic data on the basis of spectral mixture modelling permits to describe the subpixel spectral variability related to mineralogy of the planetary solid surfaces. In the following, a few cases are discussed concerning the remote sensing investigation in the UV-VIS-nIR domain of the lunar, terrestrial and martian surfaces, documented by means of multispectral or hyperspectral data, produced by telescopic, airborne or orbital imaging spectroscopic techniques.

Spectral Mixture Model Inspired Network Architectures for Hyperspectral Unmixing

2020 ◽  
Vol 58 (10) ◽  
pp. 7418-7434
Author(s):  
Yuntao Qian ◽  
Fengchao Xiong ◽  
Qipeng Qian ◽  
Jun Zhou
Keyword(s):  
Mixture Model ◽  
Network Architectures ◽  
Hyperspectral Unmixing ◽  
Spectral Mixture

scholarly journals The discriminative functional mixture model for a comparative analysis of bike sharing systems

2015 ◽  
Vol 9 (4) ◽  
pp. 1726-1760 ◽  
Author(s):  
Charles Bouveyron ◽  
Etienne Côme ◽  
Julien Jacques
Keyword(s):  
Comparative Analysis ◽  
Mixture Model ◽  
Bike Sharing

scholarly journals Simple and robust methods for remote sensing of canopy chlorophyll content: a comparative analysis of hyperspectral data for different types of vegetation

2016 ◽  
Vol 39 (12) ◽  
pp. 2609-2623 ◽  
Author(s):  
Yoshio Inoue ◽  
Martine Guérif ◽  
Frédéric Baret ◽  
Andrew Skidmore ◽  
Anatoly Gitelson ◽  
...  
Keyword(s):  
Remote Sensing ◽  
Comparative Analysis ◽  
Chlorophyll Content ◽  
Hyperspectral Data ◽  
Robust Methods ◽  
Different Types
Sign in / Sign up

Export Citation Format

Share Document