Joint Hapke Model and Spatial Adaptive Sparse Representation with Iterative Background Purification for Martian Serpentine Detection

Joint Hapke Model and Spatial Adaptive Sparse Representation with Iterative Background Purification for Martian Serpentine Detection

Visible and infrared imaging spectroscopy have greatly revolutionized our understanding of the diversity of minerals on Mars. Characterizing the mineral distribution on Mars is essential for understanding its geologic evolution and past habitability. The traditional handcrafted spectral index could...

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Bibliographic Details
Main Authors: Xing Wu, Xia Zhang, John Mustard, Jesse Tarnas, Honglei Lin, Yang Liu
Format: Article
Language:English
Published: MDPI AG 2021-01-01
Series:Remote Sensing
Subjects:
hyperspectral remote sensing
Mars
mineral detection
Hapke model
sparse representation
Online Access:https://www.mdpi.com/2072-4292/13/3/500

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