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Advances in Hyperspectral Image Processing Techniques

Chang, Chein-I

1, 2022

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Hyperspectral Data Processing: Algorithm Design and Analysis

Chang, Chein-I

1. Aufl., 2013

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Hyperspectral data exploitation: theory and applications

Chang, Chein-I

1, 2007

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Hyperspectral Anomaly Detection: A Dual Theory of Hyperspectral Target Detection

IEEE transactions on geoscience and remote sensing, 2022, Vol.60, p.1-20

Chang, Chein-I.

2022

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Orthogonal subspace projection (OSP) revisited: a comprehensive study and analysis

IEEE transactions on geoscience and remote sensing, 2005-03, Vol.43 (3), p.502-518

Chang, Chein-I

2005

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Kernel-Based Constrained Energy Minimization for Hyperspectral Mixed Pixel Classification

IEEE transactions on geoscience and remote sensing, 2022, Vol.60, p.1-23

2022

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Statistical Detection Theory Approach to Hyperspectral Image Classification

IEEE transactions on geoscience and remote sensing, 2019-04, Vol.57 (4), p.2057-2074

Chang, Chein-I

2019

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Applications of Independent Component Analysis in Endmember Extraction and Abundance Quantification for Hyperspectral Imagery

IEEE transactions on geoscience and remote sensing, 2006-09, Vol.44 (9), p.2601-2616

2006

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Semi-Supervised Linear Spectral Unmixing Using a Hierarchical Bayesian Model for Hyperspectral Imagery

IEEE transactions on signal processing, 2008-07, Vol.56 (7), p.2684-2695

2008

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A New Growing Method for Simplex-Based Endmember Extraction Algorithm

IEEE transactions on geoscience and remote sensing, 2006-10, Vol.44 (10), p.2804-2819

2006

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A Simplified 2D-3D CNN Architecture for Hyperspectral Image Classification Based on Spatial-Spectral Fusion

IEEE journal of selected topics in applied earth observations and remote sensing, 2020, Vol.13, p.2485-2501

2020

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Fully constrained least squares linear spectral mixture analysis method for material quantification in hyperspectral imagery

IEEE transactions on geoscience and remote sensing, 2001-03, Vol.39 (3), p.529-545

2001

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Impact of Initialization on Design of Endmember Extraction Algorithms

IEEE transactions on geoscience and remote sensing, 2006-11, Vol.44 (11), p.3397-3407

2006

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A fast iterative algorithm for implementation of pixel purity index

IEEE geoscience and remote sensing letters, 2006-01, Vol.3 (1), p.63-67

2006

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Independent component analysis-based dimensionality reduction with applications in hyperspectral image analysis

IEEE transactions on geoscience and remote sensing, 2006-06, Vol.44 (6), p.1586-1600

2006

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Orthogonal Subspace Projection Target Detector for Hyperspectral Anomaly Detection

IEEE journal of selected topics in applied earth observations and remote sensing, 2021, Vol.14, p.4915-4932

2021

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Multiparameter Receiver Operating Characteristic Analysis for Signal Detection and Classification

IEEE sensors journal, 2010-03, Vol.10 (3), p.423-442

Chang, Chein-I

2010

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Constrained band selection for hyperspectral imagery

IEEE transactions on geoscience and remote sensing, 2006-06, Vol.44 (6), p.1575-1585

2006

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Adaptive Linear Spectral Mixture Analysis

IEEE transactions on geoscience and remote sensing, 2017-03, Vol.55 (3), p.1240-1253

Chang, Chein-I

2017

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A Theory of Recursive Orthogonal Subspace Projection for Hyperspectral Imaging

IEEE transactions on geoscience and remote sensing, 2015-06, Vol.53 (6), p.3055-3072

2015

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Bi-Endmember Semi-NMF Based on Low-Rank and Sparse Matrix Decomposition

IEEE transactions on geoscience and remote sensing, 2022, Vol.60, p.1-16

2022

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Real-Time Progressive Hyperspectral Image Processing: Endmember Finding and Anomaly Detection

Chang, Chein-I

1, 2016

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Exploration of Data Scene Characterization and 3D ROC Evaluation for Hyperspectral Anomaly Detection

Remote sensing (Basel, Switzerland), 2024-01, Vol.16 (1), p.135

2024

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A Subpixel Target Detection Approach to Hyperspectral Image Classification

IEEE transactions on geoscience and remote sensing, 2017-09, Vol.55 (9), p.5093-5114

2017

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Real-Time Recursive Hyperspectral Sample and Band Processing: Algorithm Architecture and Implementation

Chang, Chein-I

1, 2017

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Advances in Hyperspectral Image Processing Techniques

Hyperspectral Data Processing: Algorithm Design and Analysis

Hyperspectral data exploitation: theory and applications

Hyperspectral Anomaly Detection: A Dual Theory of Hyperspectral Target Detection

Orthogonal subspace projection (OSP) revisited: a comprehensive study and analysis

Kernel-Based Constrained Energy Minimization for Hyperspectral Mixed Pixel Classification

Statistical Detection Theory Approach to Hyperspectral Image Classification

Applications of Independent Component Analysis in Endmember Extraction and Abundance Quantification for Hyperspectral Imagery

Semi-Supervised Linear Spectral Unmixing Using a Hierarchical Bayesian Model for Hyperspectral Imagery

A New Growing Method for Simplex-Based Endmember Extraction Algorithm

A Simplified 2D-3D CNN Architecture for Hyperspectral Image Classification Based on Spatial-Spectral Fusion

Fully constrained least squares linear spectral mixture analysis method for material quantification in hyperspectral imagery

Impact of Initialization on Design of Endmember Extraction Algorithms

A fast iterative algorithm for implementation of pixel purity index

Independent component analysis-based dimensionality reduction with applications in hyperspectral image analysis

Orthogonal Subspace Projection Target Detector for Hyperspectral Anomaly Detection

Multiparameter Receiver Operating Characteristic Analysis for Signal Detection and Classification

Constrained band selection for hyperspectral imagery

Adaptive Linear Spectral Mixture Analysis

A Theory of Recursive Orthogonal Subspace Projection for Hyperspectral Imaging

Bi-Endmember Semi-NMF Based on Low-Rank and Sparse Matrix Decomposition

Real-Time Progressive Hyperspectral Image Processing: Endmember Finding and Anomaly Detection

Exploration of Data Scene Characterization and 3D ROC Evaluation for Hyperspectral Anomaly Detection

A Subpixel Target Detection Approach to Hyperspectral Image Classification

Real-Time Recursive Hyperspectral Sample and Band Processing: Algorithm Architecture and Implementation

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