Chein-I Chang

According to our database1, Chein-I Chang authored at least 265 papers between 1988 and 2022.

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Bibliography

2022
Feedback Attention-Based Dense CNN for Hyperspectral Image Classification.
IEEE Trans. Geosci. Remote. Sens., 2022

Bi-Endmember Semi-NMF Based on Low-Rank and Sparse Matrix Decomposition.
IEEE Trans. Geosci. Remote. Sens., 2022

Sequential Band Fusion for Hyperspectral Anomaly Detection.
IEEE Trans. Geosci. Remote. Sens., 2022

Multispatial Filtering Module Cascaded System for Hyperspectral Image Classification.
IEEE Trans. Geosci. Remote. Sens., 2022

Kernel-Based Constrained Energy Minimization for Hyperspectral Mixed Pixel Classification.
IEEE Trans. Geosci. Remote. Sens., 2022

Component Decomposition Analysis for Hyperspectral Anomaly Detection.
IEEE Trans. Geosci. Remote. Sens., 2022

Hyperspectral Anomaly Detection by Data Sphering and Sparsity Density Peaks.
IEEE Trans. Geosci. Remote. Sens., 2022

Effective Anomaly Space for Hyperspectral Anomaly Detection.
IEEE Trans. Geosci. Remote. Sens., 2022

Constrained Energy Minimization Anomaly Detection for Hyperspectral Imagery via Dummy Variable Trick.
IEEE Trans. Geosci. Remote. Sens., 2022

Band Sampling for Hyperspectral Imagery.
IEEE Trans. Geosci. Remote. Sens., 2022

Hyperspectral Anomaly Detection: A Dual Theory of Hyperspectral Target Detection.
IEEE Trans. Geosci. Remote. Sens., 2022

Hyperspectral Target Detection: Hypothesis Testing, Signal-to-Noise Ratio, and Spectral Angle Theories.
IEEE Trans. Geosci. Remote. Sens., 2022

Semisupervised Hyperspectral Band Selection Based on Dual-Constrained Low-Rank Representation.
IEEE Geosci. Remote. Sens. Lett., 2022

Unsupervised Domain Adaptation With Content-Wise Alignment for Hyperspectral Imagery Classification.
IEEE Geosci. Remote. Sens. Lett., 2022

2021
Fusion of Spectral-Spatial Classifiers for Hyperspectral Image Classification.
IEEE Trans. Geosci. Remote. Sens., 2021

Target-Constrained Interference-Minimized Band Selection for Hyperspectral Target Detection.
IEEE Trans. Geosci. Remote. Sens., 2021

Progressive Compressively Sensed Band Processing for Hyperspectral Classification.
IEEE Trans. Geosci. Remote. Sens., 2021

Iterative Training Sampling Coupled With Active Learning for Semisupervised Spectral-Spatial Hyperspectral Image Classification.
IEEE Trans. Geosci. Remote. Sens., 2021

Iterative Scale-Invariant Feature Transform for Remote Sensing Image Registration.
IEEE Trans. Geosci. Remote. Sens., 2021

Self-Mutual Information-Based Band Selection for Hyperspectral Image Classification.
IEEE Trans. Geosci. Remote. Sens., 2021

Orthogonal Subspace Projection-Based Go-Decomposition Approach to Finding Low-Rank and Sparsity Matrices for Hyperspectral Anomaly Detection.
IEEE Trans. Geosci. Remote. Sens., 2021

Orthogonal Subspace Projection Using Data Sphering and Low-Rank and Sparse Matrix Decomposition for Hyperspectral Target Detection.
IEEE Trans. Geosci. Remote. Sens., 2021

An Effective Evaluation Tool for Hyperspectral Target Detection: 3D Receiver Operating Characteristic Curve Analysis.
IEEE Trans. Geosci. Remote. Sens., 2021

Unsupervised Domain Adaptation With Dense-Based Compaction for Hyperspectral Imagery.
IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens., 2021

Estimating Optimal Number of Compressively Sensed Bands for Hyperspectral Classification via Feature Selection.
IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens., 2021

Orthogonal Subspace Projection Target Detector for Hyperspectral Anomaly Detection.
IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens., 2021

An Iterative Random Training Sample Selection Approach to Constrained Energy Minimization for Hyperspectral Image Classification.
IEEE Geosci. Remote. Sens. Lett., 2021

Hyperspectral Band Selection Based on Improved Affinity Propagation.
Proceedings of the 11th Workshop on Hyperspectral Imaging and Signal Processing: Evolution in Remote Sensing, 2021

Using Hyperspectral Imaging and Deep Neural Network to Detect Fusarium Wilton Phalaenopsis.
Proceedings of the IEEE International Geoscience and Remote Sensing Symposium, 2021

2020
Hyperspectral Band Selection for Spectral-Spatial Anomaly Detection.
IEEE Trans. Geosci. Remote. Sens., 2020

Spectral Adversarial Feature Learning for Anomaly Detection in Hyperspectral Imagery.
IEEE Trans. Geosci. Remote. Sens., 2020

3-D Receiver Operating Characteristic Analysis for Hyperspectral Image Classification.
IEEE Trans. Geosci. Remote. Sens., 2020

Discriminative Reconstruction for Hyperspectral Anomaly Detection With Spectral Learning.
IEEE Trans. Geosci. Remote. Sens., 2020

Restricted Entropy and Spectrum Properties for the Compressively Sensed Domain in Hyperspectral Imaging.
IEEE Trans. Geosci. Remote. Sens., 2020

N-FINDER for Finding Endmembers in Compressively Sensed Band Domain.
IEEE Trans. Geosci. Remote. Sens., 2020

A Simplified 2D-3D CNN Architecture for Hyperspectral Image Classification Based on Spatial-Spectral Fusion.
IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens., 2020

Iterative Random Training Sampling Spectral Spatial Classification for Hyperspectral Images.
IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens., 2020

Underwater Hyperspectral Target Detection with Band Selection.
Remote. Sens., 2020

Optical Remote Sensing Image Registration Using Spatial-Consistency and Average Regional Information Divergence Minimization via Quantum-Behaved Particle Swarm Optimization.
Remote. Sens., 2020

Progressive Band Selection Processing of Hyperspectral Image Classification.
IEEE Geosci. Remote. Sens. Lett., 2020

Hyperspectral Target Detection Based on Target-Constrained Interference-Minimized Band Selection.
Proceedings of the IEEE International Geoscience and Remote Sensing Symposium, 2020

Hyperspectral Anomaly Detection Via Band Fusion.
Proceedings of the IEEE International Geoscience and Remote Sensing Symposium, 2020

Fusarium Wilt Inspection for Phalaenopsis Using Uniform Interval Hyperspectral Band Selection Techniques.
Proceedings of the IEEE International Geoscience and Remote Sensing Symposium, 2020

A Fast Low Rank Approximation and Sparsity Representation Approach to Hyperspectral Anomaly Detection.
Proceedings of the IEEE International Geoscience and Remote Sensing Symposium, 2020

Hyperspectral Classification Using Low Rank and Sparsity Matrices Decomposition.
Proceedings of the IEEE International Geoscience and Remote Sensing Symposium, 2020

GO Decomposition (GoDec) Approach to Finding Low Rank and Sparsity Matrices for Hyperspectral Target Detection.
Proceedings of the IEEE International Geoscience and Remote Sensing Symposium, 2020

2019
A Spectral-Spatial Feedback Close Network System for Hyperspectral Image Classification.
IEEE Trans. Geosci. Remote. Sens., 2019

Class Signature-Constrained Background- Suppressed Approach to Band Selection for Classification of Hyperspectral Images.
IEEE Trans. Geosci. Remote. Sens., 2019

Constrained-Target Band Selection for Multiple-Target Detection.
IEEE Trans. Geosci. Remote. Sens., 2019

Class Information-Based Band Selection for Hyperspectral Image Classification.
IEEE Trans. Geosci. Remote. Sens., 2019

Hyperspectral Image Classification via Compressive Sensing.
IEEE Trans. Geosci. Remote. Sens., 2019

Spectral-Spatial Feature Extraction for Hyperspectral Anomaly Detection.
IEEE Trans. Geosci. Remote. Sens., 2019

Statistical Detection Theory Approach to Hyperspectral Image Classification.
IEEE Trans. Geosci. Remote. Sens., 2019

Class Feature Weighted Hyperspectral Image Classification.
IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens., 2019

Hyperspectral Image Classification Method Based on CNN Architecture Embedding With Hashing Semantic Feature.
IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens., 2019

Fusion of Various Band Selection Methods for Hyperspectral Imagery.
Remote. Sens., 2019

A Novel FPGA-Based Architecture for Fast Automatic Target Detection in Hyperspectral Images.
Remote. Sens., 2019

Editorial for Special Issue "Hyperspectral Imaging and Applications".
Remote. Sens., 2019

Iterative Edge Preserving Filtering Approach to Hyperspectral Image Classification.
IEEE Geosci. Remote. Sens. Lett., 2019

Discriminative Feature Learning With Distance Constrained Stacked Sparse Autoencoder for Hyperspectral Target Detection.
IEEE Geosci. Remote. Sens. Lett., 2019

An Iterative Mixed Pixel Classification for Brain Tissues and White Matter Hyperintensity in Magnetic Resonance Imaging.
IEEE Access, 2019

Urban Area Impervious Surface Estimation by Subpixel Unmixing.
Proceedings of the 2019 IEEE International Geoscience and Remote Sensing Symposium, 2019

Quality Inspection of Phalaenopsis Hybrids Using Hyperspectral Band Selection Techniques.
Proceedings of the 2019 IEEE International Geoscience and Remote Sensing Symposium, 2019

Iterative Random Training Sample Selection for Hyperspectral Image Classification.
Proceedings of the 2019 IEEE International Geoscience and Remote Sensing Symposium, 2019

Uniform Band Interval Divided Band Selection.
Proceedings of the 2019 IEEE International Geoscience and Remote Sensing Symposium, 2019

2018
Band-Specified Virtual Dimensionality for Band Selection: An Orthogonal Subspace Projection Approach.
IEEE Trans. Geosci. Remote. Sens., 2018

A Posteriori Hyperspectral Anomaly Detection for Unlabeled Classification.
IEEE Trans. Geosci. Remote. Sens., 2018

Spectral Inter-Band Discrimination Capacity of Hyperspectral Imagery.
IEEE Trans. Geosci. Remote. Sens., 2018

Iterative Target-Constrained Interference-Minimized Classifier for Hyperspectral Classification.
IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens., 2018

A Review of Virtual Dimensionality for Hyperspectral Imagery.
IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens., 2018

Band Subset Selection for Hyperspectral Image Classification.
Remote. Sens., 2018

A Deep Pipelined Implementation of Hyperspectral Target Detection Algorithm on FPGA Using HLS.
Remote. Sens., 2018

A Semantic Feature Extraction Method For Hyperspectral Image Classification Based On Hashing Learning.
Proceedings of the 9th Workshop on Hyperspectral Image and Signal Processing: Evolution in Remote Sensing, 2018

Recursive Orthogonal Vector Projection for Hyperspectral Image Abundance Estimation Based on GUP.
Proceedings of the 9th Workshop on Hyperspectral Image and Signal Processing: Evolution in Remote Sensing, 2018

Algorithm Research on Endmember Extraction Combined With Distribution Statistics.
Proceedings of the 9th Workshop on Hyperspectral Image and Signal Processing: Evolution in Remote Sensing, 2018

GPU Implentation of Recursive Automatic Target Generation Process and Recursive Orthogonal Subspace Projection in Hyperspectral Imagery.
Proceedings of the 9th Workshop on Hyperspectral Image and Signal Processing: Evolution in Remote Sensing, 2018

A Multilevel Slicing Based Coding Method for Tree Detection.
Proceedings of the 2018 IEEE International Geoscience and Remote Sensing Symposium, 2018

Detection of Fusarium Wilt on Phalaenopsis Stem Base Region Using Band Selection Techniques.
Proceedings of the 2018 IEEE International Geoscience and Remote Sensing Symposium, 2018

Research On Broken Corner And Black Edge Detection Of Solar Cell.
Proceedings of the 2018 International Conference on Machine Learning and Cybernetics, 2018

Solar Image Matching Based on Improved Freak Algorithm.
Proceedings of the 2018 International Conference on Machine Learning and Cybernetics, 2018

Iterative Support Vector Machine for Hyperspectral Image Classification.
Proceedings of the 2018 IEEE International Conference on Image Processing, 2018

Deep 2D Convolutional Neural Network with Deconvolution Layer for Hyperspectral Image Classification.
Proceedings of the Communications, Signal Processing, and Systems, 2018

Unsupervised Hyperspectral Band Selection Method Based on Low-Rank Representation.
Proceedings of the Communications, Signal Processing, and Systems, 2018

Joint Kurtosis-Skewness-Based Background Smoothing for Local Hyperspectral Anomaly Detection.
Proceedings of the Communications, Signal Processing, and Systems, 2018

Spectral Characteristics of Nitrogen and Phosphorus in Water.
Proceedings of the Communications, Signal Processing, and Systems, 2018

2017
A Subpixel Target Detection Approach to Hyperspectral Image Classification.
IEEE Trans. Geosci. Remote. Sens., 2017

Band Subset Selection for Anomaly Detection in Hyperspectral Imagery.
IEEE Trans. Geosci. Remote. Sens., 2017

Adaptive Linear Spectral Mixture Analysis.
IEEE Trans. Geosci. Remote. Sens., 2017

Channel Capacity Approach to Hyperspectral Band Subset Selection.
IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens., 2017

Recursive Geometric Simplex Growing Analysis for Finding Endmembers in Hyperspectral Imagery.
IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens., 2017

A Hyperspectral Imaging Approach to White Matter Hyperintensities Detection in Brain Magnetic Resonance Images.
Remote. Sens., 2017

Constrained Band Subset Selection for Hyperspectral Imagery.
IEEE Geosci. Remote. Sens. Lett., 2017

Progressive Band Processing of Fast Iterative Pixel Purity Index for Finding Endmembers.
IEEE Geosci. Remote. Sens. Lett., 2017

A Supervised Hybrid Classifier for Brain Tissues and White Matter Lesions on Multispectral MRI.
Proceedings of the 14th International Symposium on Pervasive Systems, 2017

Multi-class constrained background suppression approach to hyperspectral image classification.
Proceedings of the 2017 IEEE International Geoscience and Remote Sensing Symposium, 2017

Kernel automatic target generation process.
Proceedings of the 2017 IEEE International Geoscience and Remote Sensing Symposium, 2017

Iterative anomaly detection.
Proceedings of the 2017 IEEE International Geoscience and Remote Sensing Symposium, 2017

Improving pesticide residues detection using band prioritization and constrained energy minimization.
Proceedings of the 2017 IEEE International Geoscience and Remote Sensing Symposium, 2017

2016
Recursive Orthogonal Projection-Based Simplex Growing Algorithm.
IEEE Trans. Geosci. Remote. Sens., 2016

Recursive Band Processing of Automatic Target Generation Process for Finding Unsupervised Targets in Hyperspectral Imagery.
IEEE Trans. Geosci. Remote. Sens., 2016

Comparative Study and Analysis Among ATGP, VCA, and SGA for Finding Endmembers in Hyperspectral Imagery.
IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens., 2016

Recursive Band Processing of Orthogonal Subspace Projection for Hyperspectral Imagery.
IEEE Geosci. Remote. Sens. Lett., 2016

Multispectral, Hyperspectral, and Polarimetric Imaging Technology.
J. Sensors, 2016

Convex cone volume analysis for finding endmembers in hyperspectral imagery.
Int. J. Comput. Sci. Eng., 2016

Multiple band selection for anomaly detection in hyperspectral imagery.
Proceedings of the 2016 IEEE International Geoscience and Remote Sensing Symposium, 2016

Hyperspectral oil spill image segmentation using improved region-based active contour model.
Proceedings of the 2016 IEEE International Geoscience and Remote Sensing Symposium, 2016

Constrained multiple band selection for hyperspectral imagery.
Proceedings of the 2016 IEEE International Geoscience and Remote Sensing Symposium, 2016

Geometric simplex growing algorithm for finding endmembers in hyperspectral imagery.
Proceedings of the 2016 IEEE International Geoscience and Remote Sensing Symposium, 2016

An information theoretical approach to multiple-band selection for hyperspectral imagery.
Proceedings of the 2016 IEEE International Geoscience and Remote Sensing Symposium, 2016

2015
A Theory of Recursive Orthogonal Subspace Projection for Hyperspectral Imaging.
IEEE Trans. Geosci. Remote. Sens., 2015

Progressive Band Processing of Constrained Energy Minimization for Subpixel Detection.
IEEE Trans. Geosci. Remote. Sens., 2015

Finding Virtual Signatures for Linear Spectral Mixture Analysis.
IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens., 2015

Progressive Band Processing of Linear Spectral Unmixing for Hyperspectral Imagery.
IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens., 2015

Design and Development of Iterative Pixel Purity Index.
IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens., 2015

Real-Time Constrained Energy Minimization for Subpixel Detection.
IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens., 2015

Progressive Band Processing of Anomaly Detection in Hyperspectral Imagery.
IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens., 2015

Anomaly Detection Using Causal Sliding Windows.
IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens., 2015

Recursive Automatic Target Generation Process in Subpixel Detection.
IEEE Geosci. Remote. Sens. Lett., 2015

Progressive band processing of automatic target generation process.
Proceedings of the 7th Workshop on Hyperspectral Image and Signal Processing: Evolution in Remote Sensing, 2015

Linear spectral unmixing using least squares error, orthogonal projection and simplex volume for hyperspectral images.
Proceedings of the 7th Workshop on Hyperspectral Image and Signal Processing: Evolution in Remote Sensing, 2015

An orthogonal projection approach to simplex growing algorithm.
Proceedings of the 7th Workshop on Hyperspectral Image and Signal Processing: Evolution in Remote Sensing, 2015

Anomaly discrimination and classification for hyperspectral imagery.
Proceedings of the 7th Workshop on Hyperspectral Image and Signal Processing: Evolution in Remote Sensing, 2015

Fully abundance-constrained endmember finding for hyperspectral images.
Proceedings of the 7th Workshop on Hyperspectral Image and Signal Processing: Evolution in Remote Sensing, 2015

Progressive endmember finding by fully constrained least squares method.
Proceedings of the 7th Workshop on Hyperspectral Image and Signal Processing: Evolution in Remote Sensing, 2015

Pesticide residue detection by hyperspectral imaging sensors.
Proceedings of the 7th Workshop on Hyperspectral Image and Signal Processing: Evolution in Remote Sensing, 2015

Band detection in hyperspectral imagery by pixel purity index.
Proceedings of the 7th Workshop on Hyperspectral Image and Signal Processing: Evolution in Remote Sensing, 2015

Band weighting spectral measurement for detection of pesticide residues using hyperspectral remote sensing.
Proceedings of the 2015 IEEE International Geoscience and Remote Sensing Symposium, 2015

2014
A Theory of High-Order Statistics-Based Virtual Dimensionality for Hyperspectral Imagery.
IEEE Trans. Geosci. Remote. Sens., 2014

Progressive Band Selection of Spectral Unmixing for Hyperspectral Imagery.
IEEE Trans. Geosci. Remote. Sens., 2014

Real-time causal processing of anomaly detection for hyperspectral imagery.
IEEE Trans. Aerosp. Electron. Syst., 2014

Recursive orthogonal vector projection algorithm for linear spectral unmixing.
Proceedings of the 6th Workshop on Hyperspectral Image and Signal Processing: Evolution in Remote Sensing, 2014

Detection and Classification of MS Lesions in Multispectral MR Images.
Proceedings of the Intelligent Systems and Applications, 2014

Weighted Radial Basis Function Kernel-Based Support Vector Machines for Multispectral Magnetic Resonance Brain Image Classification.
Proceedings of the Intelligent Systems and Applications, 2014

Endmember-specified virtual dimensionality in hyperspectral imagery.
Proceedings of the 2014 IEEE Geoscience and Remote Sensing Symposium, 2014

Anomaly detection using sliding causal windows.
Proceedings of the 2014 IEEE Geoscience and Remote Sensing Symposium, 2014

Gram-Schmidt orthogonal vector projection for hyperspectral unmixing.
Proceedings of the 2014 IEEE Geoscience and Remote Sensing Symposium, 2014

Finding analytical solutions to abundance fully-constrained linear spectral mixture analysis.
Proceedings of the 2014 IEEE Geoscience and Remote Sensing Symposium, 2014

Recursive automatic target generation process for unsupervised hyperspectral target detection.
Proceedings of the 2014 IEEE Geoscience and Remote Sensing Symposium, 2014

Recursive unsupervised fully constrained least squares methods.
Proceedings of the 2014 IEEE Geoscience and Remote Sensing Symposium, 2014

2013
Field-Programmable Gate Array Design of Implementing Simplex Growing Algorithm for Hyperspectral Endmember Extraction.
IEEE Trans. Geosci. Remote. Sens., 2013

Kernel-Based Weighted Abundance Constrained Linear Spectral Mixture Analysis for Remotely Sensed Images.
IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens., 2013

Multiple-Window Anomaly Detection for Hyperspectral Imagery.
IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens., 2013

PPI-SVM-Iterative FLDA Approach to Unsupervised Multispectral Image Classification.
IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens., 2013

Adrenal Gland Abnormality Detection Using Random Forest Classification.
J. Digit. Imaging, 2013

Does a simplex formed by endmembers really yield maximal volume?
Int. J. Comput. Sci. Eng., 2013

Intra-pixel multispectral processing of magnetic resonance brain images for tissue characterisation.
Int. J. Comput. Sci. Eng., 2013

Relationship exploration among PPI, ATGP and VCA via theoretical analysis.
Int. J. Comput. Sci. Eng., 2013

Real-time progressive band processing of Modified Fully Abundance-Constrained Spectral Unmixing.
Proceedings of the 2013 IEEE International Geoscience and Remote Sensing Symposium, 2013

2012
Kernel-Based Linear Spectral Mixture Analysis.
IEEE Geosci. Remote. Sens. Lett., 2012

Real-time N-finder processing algorithms for hyperspectral imagery.
J. Real Time Image Process., 2012

Unsupervised multispectral image classification.
Proceedings of the 4th Workshop on Hyperspectral Image and Signal Processing, 2012

Iterative Pixel Purity Index.
Proceedings of the 4th Workshop on Hyperspectral Image and Signal Processing, 2012

Weighted radial basis function kernels-based support vector machines for multispectral image classification.
Proceedings of the 2012 IEEE International Geoscience and Remote Sensing Symposium, 2012

Prediction of massive blood transfusion (MT) using pre-hospital vital signs.
Proceedings of the AMIA 2012, 2012

2011
Random N-Finder (N-FINDR) Endmember Extraction Algorithms for Hyperspectral Imagery.
IEEE Trans. Image Process., 2011

Component Analysis-Based Unsupervised Linear Spectral Mixture Analysis for Hyperspectral Imagery.
IEEE Trans. Geosci. Remote. Sens., 2011

Fast Algorithms to Implement N-FINDR for Hyperspectral Endmember Extraction.
IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens., 2011

Recent Developments in High Performance Computing for Remote Sensing: A Review.
IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens., 2011

Progressive Band Dimensionality Expansion and Reduction Via Band Prioritization for Hyperspectral Imagery.
IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens., 2011

Progressive dimensionality reduction by transform for hyperspectral imagery.
Pattern Recognit., 2011

Maximum Orthogonal Subspace Projection Approach to Estimating the Number of Spectral Signal Sources in Hyperspectral Imagery.
IEEE J. Sel. Top. Signal Process., 2011

Dynamic band selection for hyperspectral imagery.
Proceedings of the 2011 IEEE International Geoscience and Remote Sensing Symposium, 2011

Iterative support vector machine for hyperspectral image classification.
Proceedings of the 2011 IEEE International Geoscience and Remote Sensing Symposium, 2011

2010
Linear Spectral Mixture Analysis Based Approaches to Estimation of Virtual Dimensionality in Hyperspectral Imagery.
IEEE Trans. Geosci. Remote. Sens., 2010

Real-Time Simplex Growing Algorithms for Hyperspectral Endmember Extraction.
IEEE Trans. Geosci. Remote. Sens., 2010

Random Pixel Purity Index.
IEEE Geosci. Remote. Sens. Lett., 2010

Adaptive Inverse Hyperbolic Tangent Algorithm for Dynamic Contrast Adjustment in Displaying Scenes.
EURASIP J. Adv. Signal Process., 2010

A Review of Unsupervised Spectral Target Analysis for Hyperspectral Imagery.
EURASIP J. Adv. Signal Process., 2010

Estimation of virtual dimensionality in hyperspectral imagery by linear spectral mixture analysis.
Proceedings of the IEEE International Geoscience & Remote Sensing Symposium, 2010

2009
An Automatic Computer-Aided Detection System for Meniscal Tears on Magnetic Resonance Images.
IEEE Trans. Medical Imaging, 2009

Spectral derivative feature coding for hyperspectral signature analysis.
Pattern Recognit., 2009

Improved Process for Use of a Simplex Growing Algorithm for Endmember Extraction.
IEEE Geosci. Remote. Sens. Lett., 2009

Kernel-based Linear Spectral Mixture Analysis for hyperspectral image classification.
Proceedings of the First Workshop on Hyperspectral Image and Signal Processing: Evolution in Remote Sensing, 2009

Component analysis-based unsupervised linear spectral mixture analysis for hyperspectral imagery.
Proceedings of the First Workshop on Hyperspectral Image and Signal Processing: Evolution in Remote Sensing, 2009

Real-time Processing of Simplex Growing Algorithm.
Proceedings of the IEEE International Geoscience & Remote Sensing Symposium, 2009

Brain Tissue Classification Using Independent Vector Analysis (IVA) for Magnetic Resonance Image.
Proceedings of the Ninth IEEE International Conference on Bioinformatics and Bioengineering, 2009

2008
Semi-Supervised Linear Spectral Unmixing Using a Hierarchical Bayesian Model for Hyperspectral Imagery.
IEEE Trans. Signal Process., 2008

Band Expansion-Based Over-Complete Independent Component Analysis for Multispectral Processing of Magnetic Resonance Images.
IEEE Trans. Biomed. Eng., 2008

Clusters Versus FPGA for Parallel Processing of Hyperspectral Imagery.
Int. J. High Perform. Comput. Appl., 2008

Preface.
Int. J. High Perform. Comput. Appl., 2008

Field Programmable Gate Arrays (FPGA) for Pixel Purity Index Using Blocks of Skewers for Endmember Extraction in Hyperspectral Imagery.
Int. J. High Perform. Comput. Appl., 2008

Signal Processing for Applications in Healthcare Systems.
EURASIP J. Adv. Signal Process., 2008

A concurrent computer aided detection (CAD) tool for articular cartilage disease of the knee on MR imaging using active shape models.
Proceedings of the Medical Imaging 2008: Computer-Aided Diagnosis, 2008

Automated discovery of meniscal tears on MR imaging: a novel high-performance computer-aided detection application for radiologists.
Proceedings of the Medical Imaging 2008: Computer-Aided Diagnosis, 2008

2007
Variable-Number Variable-Band Selection for Feature Characterization in Hyperspectral Signatures.
IEEE Trans. Geosci. Remote. Sens., 2007

Broadband Multimedia Sensor Networks in Healthcare Applications.
J. High Speed Networks, 2007

Automatic CAD of meniscal tears on MR imaging: a morphology-based approach.
Proceedings of the Medical Imaging 2007: Computer-Aided Diagnosis, 2007

Does an endmember set really yield maximum simplex volume?
Proceedings of the IEEE International Geoscience & Remote Sensing Symposium, 2007

Variants of Principal Components Analysis.
Proceedings of the IEEE International Geoscience & Remote Sensing Symposium, 2007

2006
Applications of Independent Component Analysis in Endmember Extraction and Abundance Quantification for Hyperspectral Imagery.
IEEE Trans. Geosci. Remote. Sens., 2006

Independent component analysis-based dimensionality reduction with applications in hyperspectral image analysis.
IEEE Trans. Geosci. Remote. Sens., 2006

Impact of Initialization on Design of Endmember Extraction Algorithms.
IEEE Trans. Geosci. Remote. Sens., 2006

A novel approach for spectral unmixing, classification, and concentration estimation of chemical and biological agents.
IEEE Trans. Geosci. Remote. Sens., 2006

A New Growing Method for Simplex-Based Endmember Extraction Algorithm.
IEEE Trans. Geosci. Remote. Sens., 2006

Constrained band selection for hyperspectral imagery.
IEEE Trans. Geosci. Remote. Sens., 2006

Fisher's linear spectral mixture analysis.
IEEE Trans. Geosci. Remote. Sens., 2006

Weighted abundance-constrained linear spectral mixture analysis.
IEEE Trans. Geosci. Remote. Sens., 2006

Parallel implementation of endmember extraction algorithms from hyperspectral data.
IEEE Geosci. Remote. Sens. Lett., 2006

A fast iterative algorithm for implementation of pixel purity index.
IEEE Geosci. Remote. Sens. Lett., 2006

Spectral/Spatial Hyperspectral Image Compression.
Proceedings of the Hyperspectral Data Compression, 2006

2005
Orthogonal subspace projection (OSP) revisited: a comprehensive study and analysis.
IEEE Trans. Geosci. Remote. Sens., 2005

2004
A signal-decomposed and interference-annihilated approach to hyperspectral target detection.
IEEE Trans. Geosci. Remote. Sens., 2004

Linear mixture analysis-based compression for hyperspectral image analysis.
IEEE Trans. Geosci. Remote. Sens., 2004

Estimation of subpixel target size for remotely sensed imagery.
IEEE Trans. Geosci. Remote. Sens., 2004

Estimation of number of spectrally distinct signal sources in hyperspectral imagery.
IEEE Trans. Geosci. Remote. Sens., 2004

A uniform projection-based unsupervised classification for hyperspectral imagery.
Proceedings of the 2004 IEEE International Geoscience and Remote Sensing Symposium, 2004

A nested spatial window-based approach to target detection for hyperspectral imagery.
Proceedings of the 2004 IEEE International Geoscience and Remote Sensing Symposium, 2004

Adaptive causal anomaly detection for hyperspectral imagery.
Proceedings of the 2004 IEEE International Geoscience and Remote Sensing Symposium, 2004

A new application of texture unit coding to mass classification for mammograms.
Proceedings of the 2004 International Conference on Image Processing, 2004

Discrimination and identification for subpixel targets in hyperspectral imagery.
Proceedings of the 2004 International Conference on Image Processing, 2004

Target detection with texture feature coding method and support vector machines.
Proceedings of the 2004 IEEE International Conference on Acoustics, 2004

2003
Detection of Spectral Signatures in Multispectral MR Images for Classification.
IEEE Trans. Medical Imaging, 2003

A comparative study for orthogonal subspace projection and constrained energy minimization.
IEEE Trans. Geosci. Remote. Sens., 2003

Classification of clustered microcalcifications using a Shape Cognitron neural network.
Neural Networks, 2003

Automated system for text detection in individual video images.
J. Electronic Imaging, 2003

An unsupervised approach to color video thresholding.
Proceedings of the 2003 IEEE International Conference on Multimedia and Expo, 2003

An unsupervised approach to color video thresholding.
Proceedings of the 2003 IEEE International Conference on Acoustics, 2003

Hyperspectral Imaging - Techniques for Spectral Detection and Classification
Kluwer, ISBN: 978-1-4419-9170-6, 2003

2002
Linear spectral random mixture analysis for hyperspectral imagery.
IEEE Trans. Geosci. Remote. Sens., 2002

Anomaly detection and classification for hyperspectral imagery.
IEEE Trans. Geosci. Remote. Sens., 2002

Target signature-constrained mixed pixel classification for hyperspectral imagery.
IEEE Trans. Geosci. Remote. Sens., 2002

Unsupervised Kalman filter approach to signature estimation for remotely sensed imagery.
Proceedings of the IEEE International Geoscience and Remote Sensing Symposium, 2002

A study between orthogonal subspace projection and generalized likelihood ratio test in hyperspectral image analysis.
Proceedings of the IEEE International Geoscience and Remote Sensing Symposium, 2002

Automatic thresholding abundance fractional images for mixed pixel classification.
Proceedings of the IEEE International Geoscience and Remote Sensing Symposium, 2002

Thresholding Video Images for Text Detection.
Proceedings of the 16th International Conference on Pattern Recognition, 2002

Multistage predictive coding approach to unsupervised text detection in video images.
Proceedings of the Document Recognition and Retrieval IX, 2002

2001
Fully constrained least squares linear spectral mixture analysis method for material quantification in hyperspectral imagery.
IEEE Trans. Geosci. Remote. Sens., 2001

A quantitative and comparative analysis of linear and nonlinear spectral mixture models using radial basis function neural networks.
IEEE Trans. Geosci. Remote. Sens., 2001

Unsupervised target detection in hyperspectral images using projection pursuit.
IEEE Trans. Geosci. Remote. Sens., 2001

Real-time processing algorithms for target detection and classification in hyperspectral imagery.
IEEE Trans. Geosci. Remote. Sens., 2001

A linear constrained distance-based discriminant analysis for hyperspectral image classification.
Pattern Recognit., 2001

Automated system for restoration of low-resolution document and text images.
J. Electronic Imaging, 2001

Medical Imaging 2001; Haystack is here, but how to find a (relevant) needle? A survey of existing content-based image retrieval systems.
Proceedings of the CARS 2001. Computer Assisted Radiology and Surgery. Proceedings of the 15th International Congress and Exhibition, 2001

2000
An information-theoretic approach to spectral variability, similarity, and discrimination for hyperspectral image analysis.
IEEE Trans. Inf. Theory, 2000

A generalized orthogonal subspace projection approach to unsupervised multispectral image classification.
IEEE Trans. Geosci. Remote. Sens., 2000

Unsupervised hyperspectral image analysis with projection pursuit.
IEEE Trans. Geosci. Remote. Sens., 2000

An experiment-based quantitative and comparative analysis of target detection and image classification algorithms for hyperspectral imagery.
IEEE Trans. Geosci. Remote. Sens., 2000

Constrained subpixel target detection for remotely sensed imagery.
IEEE Trans. Geosci. Remote. Sens., 2000

A computer-aided design mammography screening system for detection and classification of microcalcifications.
Int. J. Medical Informatics, 2000

A method for restoration of low-resolution document images.
Int. J. Document Anal. Recognit., 2000

1999
Robust radial basis function neural networks.
IEEE Trans. Syst. Man Cybern. Part B, 1999

Multispectral and hyperspectral image analysis with convex cones.
IEEE Trans. Geosci. Remote. Sens., 1999

A joint band prioritization and band-decorrelation approach to band selection for hyperspectral image classification.
IEEE Trans. Geosci. Remote. Sens., 1999

Interference and noise-adjusted principal components analysis.
IEEE Trans. Geosci. Remote. Sens., 1999

A Kalman filtering approach to multispectral image classification and detection of changes in signature abundance.
IEEE Trans. Geosci. Remote. Sens., 1999

An oblique subspace projection approach for mixed pixel classification in hyperspectral images.
Pattern Recognit., 1999

An unsupervised vector quantization-based target subspace projection approach to mixed pixel detection and classification in unknown background for remotely sensed imagery.
Pattern Recognit., 1999

An interference rejection-based radial basis function neural network for hyperspectral image classification.
Proceedings of the International Joint Conference Neural Networks, 1999

1998
A fast two-stage classification method for high-dimensional remote sensing data.
IEEE Trans. Geosci. Remote. Sens., 1998

A noise subspace projection approach to target signature detection and extraction in an unknown background for hyperspectral images.
IEEE Trans. Geosci. Remote. Sens., 1998

Further results on relationship between spectral unmixing and subspace projection.
IEEE Trans. Geosci. Remote. Sens., 1998

Constrained nonlinear restoration of JPEG compressed low-resolution text from gray scale images using a Gibbs-Markov random field prior.
Proceedings of the Document Recognition V, San Jose, CA, USA, January 24, 1998, 1998

1997
A posteriori least squares orthogonal subspace projection approach to desired signature extraction and detection.
IEEE Trans. Geosci. Remote. Sens., 1997

1996
Implementation of a 3-D model for neocognitron.
Proceedings of International Conference on Neural Networks (ICNN'96), 1996

A sigmoidal radial basis function neural network for function approximation.
Proceedings of International Conference on Neural Networks (ICNN'96), 1996

1995
Image segmentation by local entropy methods.
Proceedings of the Proceedings 1995 International Conference on Image Processing, 1995

1994
Hyperspectral image classification and dimensionality reduction: an orthogonal subspace projection approach.
IEEE Trans. Geosci. Remote. Sens., 1994

A relative entropy-based approach to image thresholding.
Pattern Recognit., 1994

1993
A complete sufficient statistic for finite-state Markov processes with application to source coding.
IEEE Trans. Inf. Theory, 1993

A simple method for calculating the rate distortion function of a source with an unknown parameter.
Signal Process., 1993

1992
Source matching problems revisited.
IEEE Trans. Inf. Theory, 1992

1990
On Numerical Methods of Calculating the Capacity of Continuous-Input Discrete-Output Memoryless Channels
Inf. Comput., May, 1990

Two iterative algorithms for finding minimax solutions.
IEEE Trans. Inf. Theory, 1990

1989
A counterpart of Remez's algorithms in statistical decision theory: Chang-Davisson's algorithms.
Proceedings of the IEEE International Conference on Acoustics, 1989

1988
On calculating the capacity of an infinite-input finite (infinite)-output channel.
IEEE Trans. Inf. Theory, 1988


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