Qian Du

According to our database1, Qian Du authored at least 219 papers between 1999 and 2018.

Collaborative distances:

Awards

IEEE Fellow

IEEE Fellow 2018, "For contributions to hyperspectral data processing".

Timeline

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Links

On csauthors.net:

Bibliography

2018
Multisource Remote Sensing Data Classification Based on Convolutional Neural Network.
IEEE Trans. Geoscience and Remote Sensing, 2018

Graph-Regularized Fast and Robust Principal Component Analysis for Hyperspectral Band Selection.
IEEE Trans. Geoscience and Remote Sensing, 2018

Multifeature Dictionary Learning for Collaborative Representation Classification of Hyperspectral Imagery.
IEEE Trans. Geoscience and Remote Sensing, 2018

Simultaneous Spatial and Spectral Low-Rank Representation of Hyperspectral Images for Classification.
IEEE Trans. Geoscience and Remote Sensing, 2018

Hyperspectral Image Classification With Imbalanced Data Based on Orthogonal Complement Subspace Projection.
IEEE Trans. Geoscience and Remote Sensing, 2018

Hyperspectral Unmixing Using Sparsity-Constrained Deep Nonnegative Matrix Factorization With Total Variation.
IEEE Trans. Geoscience and Remote Sensing, 2018

Tensor Low-Rank Discriminant Embedding for Hyperspectral Image Dimensionality Reduction.
IEEE Trans. Geoscience and Remote Sensing, 2018

A Randomized Subspace Learning Based Anomaly Detector for Hyperspectral Imagery.
Remote Sensing, 2018

Decision Fusion of D-InSAR and Pixel Offset Tracking for Coal Mining Deformation Monitoring.
Remote Sensing, 2018

Remote Sensing Big Data: Theory, Methods and Applications.
Remote Sensing, 2018

Hyperspectral Classification Based on Texture Feature Enhancement and Deep Belief Networks.
Remote Sensing, 2018

Unsupervised Hyperspectral Remote Sensing Image Clustering Based on Adaptive Density.
IEEE Geosci. Remote Sensing Lett., 2018

Hyperspectral Image Reconstruction by Latent Low-Rank Representation for Classification.
IEEE Geosci. Remote Sensing Lett., 2018

Classification of Hyperspectral Imagery Using a New Fully Convolutional Neural Network.
IEEE Geosci. Remote Sensing Lett., 2018

Object Tracking in Satellite Videos by Fusing the Kernel Correlation Filter and the Three-Frame-Difference Algorithm.
IEEE Geosci. Remote Sensing Lett., 2018

Modified Tensor Locality Preserving Projection for Dimensionality Reduction of Hyperspectral Images.
IEEE Geosci. Remote Sensing Lett., 2018

GPU-based fast hyperspectral image classification using joint sparse representation with spectral consistency constraint.
J. Real-Time Image Processing, 2018

Nuclear norm-based matrix regression preserving embedding for face recognition.
Neurocomputing, 2018

Hyperspectral Classification Based on Siamese Neural Network Using Spectral-Spatial Feature.
Proceedings of the 2018 IEEE International Geoscience and Remote Sensing Symposium, 2018

Gabor-Filtering-Based Probabilistic Collaborative Representation for Hyperspectral Image Classification.
Proceedings of the 2018 IEEE International Geoscience and Remote Sensing Symposium, 2018

Hyperspectral Image Classification Based on Capsule Network.
Proceedings of the 2018 IEEE International Geoscience and Remote Sensing Symposium, 2018

Hyperspectral Classification Via Spatial Context Exploration with Multi-Scale CNN.
Proceedings of the 2018 IEEE International Geoscience and Remote Sensing Symposium, 2018

Spatial-spectral Based Multi-view Low-rank Sparse Sbuspace Clustering for Hyperspectral Imagery.
Proceedings of the 2018 IEEE International Geoscience and Remote Sensing Symposium, 2018

Improved Random Projection with $K$-Means Clustering for Hyperspectral Image Classification.
Proceedings of the 2018 IEEE International Geoscience and Remote Sensing Symposium, 2018

Low-Complexity Hyperspectral Image Compression Using Folded PCA and JPEG2000.
Proceedings of the 2018 IEEE International Geoscience and Remote Sensing Symposium, 2018

Unsupervised Multi-Class Change Detection in Bitemporal Multispectral Images Using Band Expansion.
Proceedings of the 2018 IEEE International Geoscience and Remote Sensing Symposium, 2018

Joint Feature Extraction for Multispectral and Panchromatic Images Based on Convolutional Neural Network.
Proceedings of the 2018 IEEE International Geoscience and Remote Sensing Symposium, 2018

FPGA Based Implementation of Convolutional Neural Network for Hyperspectral Classification.
Proceedings of the 2018 IEEE International Geoscience and Remote Sensing Symposium, 2018

A Novel Multiple Kernel Learning Framework for Remote Sensing Scene Classification.
Proceedings of the 2018 IEEE International Geoscience and Remote Sensing Symposium, 2018

CascadeNet: Modified ResNet with Cascade Blocks.
Proceedings of the 24th International Conference on Pattern Recognition, 2018

2017
Robust Joint Sparse Representation Based on Maximum Correntropy Criterion for Hyperspectral Image Classification.
IEEE Trans. Geoscience and Remote Sensing, 2017

Discriminant Analysis of Hyperspectral Imagery Using Fast Kernel Sparse and Low-Rank Graph.
IEEE Trans. Geoscience and Remote Sensing, 2017

Learning Sensor-Specific Spatial-Spectral Features of Hyperspectral Images via Convolutional Neural Networks.
IEEE Trans. Geoscience and Remote Sensing, 2017

Hyperspectral Image Classification Using Deep Pixel-Pair Features.
IEEE Trans. Geoscience and Remote Sensing, 2017

Nonlinear Classification of Multispectral Imagery Using Representation-Based Classifiers.
Remote Sensing, 2017

Supervised Sub-Pixel Mapping for Change Detection from Remotely Sensed Images with Different Resolutions.
Remote Sensing, 2017

Hyperspectral Dimensionality Reduction by Tensor Sparse and Low-Rank Graph-Based Discriminant Analysis.
Remote Sensing, 2017

Hyperspectral Image Spatial Super-Resolution via 3D Full Convolutional Neural Network.
Remote Sensing, 2017

Band Selection-Based Dimensionality Reduction for Change Detection in Multi-Temporal Hyperspectral Images.
Remote Sensing, 2017

Dimensionality Reduction of Hyperspectral Image with Graph-Based Discriminant Analysis Considering Spectral Similarity.
Remote Sensing, 2017

Locality Sensitive Discriminant Analysis for Group Sparse Representation-Based Hyperspectral Imagery Classification.
IEEE Geosci. Remote Sensing Lett., 2017

Particle Swarm Optimization-Based Band Selection for Hyperspectral Target Detection.
IEEE Geosci. Remote Sensing Lett., 2017

Subpixel Change Detection of Multitemporal Remote Sensed Images Using Variability of Endmembers.
IEEE Geosci. Remote Sensing Lett., 2017

Hyperspectral Image Classification via Low-Rank and Sparse Representation With Spectral Consistency Constraint.
IEEE Geosci. Remote Sensing Lett., 2017

Random Hadamard Projections for Hyperspectral Unmixing.
IEEE Geosci. Remote Sensing Lett., 2017

Transferred Deep Learning for Anomaly Detection in Hyperspectral Imagery.
IEEE Geosci. Remote Sensing Lett., 2017

Sub-Pixel Mapping Based on MAP Model and Spatial Attraction Theory for Remotely Sensed Image.
IEEE Access, 2017

Nonlinear classification of multispectral imagery using representation-based classifiers.
Proceedings of the 2017 IEEE International Geoscience and Remote Sensing Symposium, 2017

Tensor-based offset-sparsity decomposition for hyperspectral image classification.
Proceedings of the 2017 IEEE International Geoscience and Remote Sensing Symposium, 2017

Fusing different levels of deep features by deep stacked neural network for hyperspectral images.
Proceedings of the 2017 IEEE International Geoscience and Remote Sensing Symposium, 2017

A spectral-spatial multiscale approach for unsupervised multiple change detection.
Proceedings of the 2017 IEEE International Geoscience and Remote Sensing Symposium, 2017

Transferred deep learning for hyperspectral target detection.
Proceedings of the 2017 IEEE International Geoscience and Remote Sensing Symposium, 2017

Learning sensor-specific features for hyperspectral images via 3-dimensional convolutional autoencoder.
Proceedings of the 2017 IEEE International Geoscience and Remote Sensing Symposium, 2017

Sparse graph embedding dimension reduction for hyperspectral image with a new spectral similarity metric.
Proceedings of the 2017 IEEE International Geoscience and Remote Sensing Symposium, 2017

Fusing two convolutional neural networks for high-resolution scene classification.
Proceedings of the 2017 IEEE International Geoscience and Remote Sensing Symposium, 2017

Hyperspectral image super-resolution via convolutional neural network.
Proceedings of the 2017 IEEE International Conference on Image Processing, 2017

Identification of differential alternative splicing events with an adjusted beta-distribution model.
Proceedings of the IEEE International Conference on Electro Information Technology, 2017

NanoAsPipe: A transcriptome analysis and alternative splicing detection pipeline for MinION long-read RNA-seq.
Proceedings of the 2017 IEEE International Conference on Bioinformatics and Biomedicine, 2017

2016
Sparse and Low-Rank Graph for Discriminant Analysis of Hyperspectral Imagery.
IEEE Trans. Geoscience and Remote Sensing, 2016

Laplacian Regularized Collaborative Graph for Discriminant Analysis of Hyperspectral Imagery.
IEEE Trans. Geoscience and Remote Sensing, 2016

An efficient radial basis function neural network for hyperspectral remote sensing image classification.
Soft Comput., 2016

Multi-Probe Based Artificial DNA Encoding and Matching Classifier for Hyperspectral Remote Sensing Imagery.
Remote Sensing, 2016

A Novel Tri-Training Technique for Semi-Supervised Classification of Hyperspectral Images Based on Diversity Measurement.
Remote Sensing, 2016

Remote Sensing Image Scene Classification Using Multi-Scale Completed Local Binary Patterns and Fisher Vectors.
Remote Sensing, 2016

Robust Hyperspectral Image Classification by Multi-Layer Spatial-Spectral Sparse Representations.
Remote Sensing, 2016

A survey on representation-based classification and detection in hyperspectral remote sensing imagery.
Pattern Recognition Letters, 2016

Special issue on advances in pattern recognition in remote sensing.
Pattern Recognition Letters, 2016

Tangent Distance-Based Collaborative Representation for Hyperspectral Image Classification.
IEEE Geosci. Remote Sensing Lett., 2016

Hyperspectral Band Selection Using Improved Firefly Algorithm.
IEEE Geosci. Remote Sensing Lett., 2016

Fast SVD With Random Hadamard Projection for Hyperspectral Dimensionality Reduction.
IEEE Geosci. Remote Sensing Lett., 2016

Spectral Variation Alleviation by Low-Rank Matrix Approximation for Hyperspectral Image Analysis.
IEEE Geosci. Remote Sensing Lett., 2016

Scene classification using local and global features with collaborative representation fusion.
Inf. Sci., 2016

Joint low rank and sparse representation-based hyperspectral image classification.
Proceedings of the 8th Workshop on Hyperspectral Image and Signal Processing: Evolution in Remote Sensing, 2016

Sub-pixel mapping of remotely sensed imagery based on maximum a posteriori estimation and fuzzy ARTMAP neural network.
Proceedings of the 8th Workshop on Hyperspectral Image and Signal Processing: Evolution in Remote Sensing, 2016

Hyperspectral image destriping using unmixing-based kriging interpolation.
Proceedings of the 8th Workshop on Hyperspectral Image and Signal Processing: Evolution in Remote Sensing, 2016

Random-projection-based nonnegative least squares for hyperspectral image unmixing.
Proceedings of the 8th Workshop on Hyperspectral Image and Signal Processing: Evolution in Remote Sensing, 2016

Estimating soil heavy metal concentration using hyperspectral data and weighted K-NN method.
Proceedings of the 8th Workshop on Hyperspectral Image and Signal Processing: Evolution in Remote Sensing, 2016

Tri_training for remote sensing classification based on multi-scale homogeneity.
Proceedings of the 2016 IEEE International Geoscience and Remote Sensing Symposium, 2016

Particle swarm optimization-based band selection for hyperspectral target detection.
Proceedings of the 2016 IEEE International Geoscience and Remote Sensing Symposium, 2016

Parallel collaborative representation for hyperspectral image classification on GPUs.
Proceedings of the 2016 IEEE International Geoscience and Remote Sensing Symposium, 2016

Multispectral image enhancement with extended offset-sparsity decomposition.
Proceedings of the 2016 IEEE International Geoscience and Remote Sensing Symposium, 2016

Hadamard-Walsh random projection for hyperspectral image classification.
Proceedings of the 2016 IEEE International Geoscience and Remote Sensing Symposium, 2016

Integrating spectral and spatial information into deep convolutional Neural Networks for hyperspectral classification.
Proceedings of the 2016 IEEE International Geoscience and Remote Sensing Symposium, 2016

How to fully explore the low-rank property for data recovery of hyperspectral images.
Proceedings of the 2016 IEEE International Geoscience and Remote Sensing Symposium, 2016

Representation-based hyperspectral image classification with imbalanced data.
Proceedings of the 2016 IEEE International Geoscience and Remote Sensing Symposium, 2016

Using CNN-based high-level features for remote sensing scene classification.
Proceedings of the 2016 IEEE International Geoscience and Remote Sensing Symposium, 2016

Extended multi-structure local binary pattern for high-resolution image scene classification.
Proceedings of the 2016 IEEE International Geoscience and Remote Sensing Symposium, 2016

2015
Low-Rank Subspace Representation for Estimating the Number of Signal Subspaces in Hyperspectral Imagery.
IEEE Trans. Geoscience and Remote Sensing, 2015

Collaborative Representation for Hyperspectral Anomaly Detection.
IEEE Trans. Geoscience and Remote Sensing, 2015

Local Binary Patterns and Extreme Learning Machine for Hyperspectral Imagery Classification.
IEEE Trans. Geoscience and Remote Sensing, 2015

Weighted-Fusion-Based Representation Classifiers for Hyperspectral Imagery.
Remote Sensing, 2015

Adjusted Spectral Matched Filter for Target Detection in Hyperspectral Imagery.
Remote Sensing, 2015

Combined sparse and collaborative representation for hyperspectral target detection.
Pattern Recognition, 2015

Sparse Representation-Based Nearest Neighbor Classifiers for Hyperspectral Imagery.
IEEE Geosci. Remote Sensing Lett., 2015

Hyperspectral Image Classification Using Weighted Joint Collaborative Representation.
IEEE Geosci. Remote Sensing Lett., 2015

Semisupervised Discriminant Analysis for Hyperspectral Imagery With Block-Sparse Graph.
IEEE Geosci. Remote Sensing Lett., 2015

Collaborative-Representation-Based Nearest Neighbor Classifier for Hyperspectral Imagery.
IEEE Geosci. Remote Sensing Lett., 2015

Kernel Collaborative Representation With Tikhonov Regularization for Hyperspectral Image Classification.
IEEE Geosci. Remote Sensing Lett., 2015

Hyperspectral image segmentation with low-rank representation and spectral clustering.
Proceedings of the 7th Workshop on Hyperspectral Image and Signal Processing: Evolution in Remote Sensing, 2015

Spatial-spectral classification with local regional filter and Markov random field.
Proceedings of the 7th Workshop on Hyperspectral Image and Signal Processing: Evolution in Remote Sensing, 2015

Hyperspectral image classification using multiple features and nearest regularized subspace.
Proceedings of the 7th Workshop on Hyperspectral Image and Signal Processing: Evolution in Remote Sensing, 2015

Endmember extraction by L2, 0 constrained sparse dictionary selection.
Proceedings of the 7th Workshop on Hyperspectral Image and Signal Processing: Evolution in Remote Sensing, 2015

Representation-based classification for hyperspectral imagery: An elastic net regularization approach.
Proceedings of the 7th Workshop on Hyperspectral Image and Signal Processing: Evolution in Remote Sensing, 2015

Hyperspectral image classification with low-rank subspace and sparse representation.
Proceedings of the 2015 IEEE International Geoscience and Remote Sensing Symposium, 2015

Spatial preprocessing for spectral endmember extraction by local linear embedding.
Proceedings of the 2015 IEEE International Geoscience and Remote Sensing Symposium, 2015

Adaptive sparse representation for hyperspectral image classification.
Proceedings of the 2015 IEEE International Geoscience and Remote Sensing Symposium, 2015

License Plate Extraction Using Spiking Neural Networks.
Proceedings of the Intelligent Computing Theories and Methodologies, 2015

Sparse feature extraction for hyperspectral image classification.
Proceedings of the IEEE China Summit and International Conference on Signal and Information Processing, 2015

2014
Sparse Graph-Based Discriminant Analysis for Hyperspectral Imagery.
IEEE Trans. Geoscience and Remote Sensing, 2014

PSO-EM: A Hyperspectral Unmixing Algorithm Based On Normal Compositional Model.
IEEE Trans. Geoscience and Remote Sensing, 2014

Estimation of number of signal subspaces in hyperspectral imagery using low-rank subspace representation.
Proceedings of the 6th Workshop on Hyperspectral Image and Signal Processing: Evolution in Remote Sensing, 2014

Dimensionality reduction of hyperspectral imagery with sparse and collaborative graphs.
Proceedings of the 6th Workshop on Hyperspectral Image and Signal Processing: Evolution in Remote Sensing, 2014

Collaborative representation based k-nearest neighbor classifier for hyperspectral imagery.
Proceedings of the 6th Workshop on Hyperspectral Image and Signal Processing: Evolution in Remote Sensing, 2014

Joint sparse and collaborative representation for target detection in hyperspectral imagery.
Proceedings of the 6th Workshop on Hyperspectral Image and Signal Processing: Evolution in Remote Sensing, 2014

Hyperspectral image classification based on spectra derivative features and locality preserving analysis.
Proceedings of the IEEE China Summit & International Conference on Signal and Information Processing, 2014

Orthogonal matching pursuit for nonlinear unmixing of hyperspectral imagery.
Proceedings of the IEEE China Summit & International Conference on Signal and Information Processing, 2014

Decision fusion for hyperspectral image classification based on minimum-distance classifiers in thewavelet domain.
Proceedings of the IEEE China Summit & International Conference on Signal and Information Processing, 2014

2013
A Partially Supervised Approach for Detection and Classification of Buried Radioactive Metal Targets Using Electromagnetic Induction Data.
IEEE Trans. Geoscience and Remote Sensing, 2013

Using High-Resolution Airborne and Satellite Imagery to Assess Crop Growth and Yield Variability for Precision Agriculture.
Proceedings of the IEEE, 2013

Optimized maximum noise fraction for dimensionality reduction of Chinese HJ-1A hyperspectral data.
EURASIP J. Adv. Sig. Proc., 2013

An optimized band selection scheme for hyperspectral imagery analysis.
Proceedings of the 5th Workshop on Hyperspectral Image and Signal Processing: Evolution in Remote Sensing, 2013

Multiscale spectral-spatial hyperspectral classification using Multilinear PCA and contourlet transform.
Proceedings of the 5th Workshop on Hyperspectral Image and Signal Processing: Evolution in Remote Sensing, 2013

Ant colony optimization for supervised and unsupervised hyperspectral band selection.
Proceedings of the 5th Workshop on Hyperspectral Image and Signal Processing: Evolution in Remote Sensing, 2013

Improving the performance of sparse unmixing.
Proceedings of the 5th Workshop on Hyperspectral Image and Signal Processing: Evolution in Remote Sensing, 2013

A novel endmember extraction method using modified maximum spectral screening.
Proceedings of the 2013 IEEE International Geoscience and Remote Sensing Symposium, 2013

Hyperspectral target detection with sparseness constraint.
Proceedings of the 2013 IEEE International Geoscience and Remote Sensing Symposium, 2013

Multiscale spectral-spatial classification for hyperspectral imagery.
Proceedings of the 2013 IEEE International Geoscience and Remote Sensing Symposium, 2013

Unsupervised nearest regularized subspace for anomaly detection in hyperspectral imagery.
Proceedings of the 2013 IEEE International Geoscience and Remote Sensing Symposium, 2013

Combine labeled and unlabeled information for hyperspectral image classification.
Proceedings of the 2013 IEEE International Geoscience and Remote Sensing Symposium, 2013

2012
Anomaly Detection and Reconstruction From Random Projections.
IEEE Trans. Image Processing, 2012

Mechanisms for the Direct Electron Transfer of Cytochrome c Induced by Multi-Walled Carbon Nanotubes.
Sensors, 2012

A New Sequential Algorithm for Hyperspectral Endmember Extraction.
IEEE Geosci. Remote Sensing Lett., 2012

Robots Learn Writing.
J. Robotics, 2012

Hyperspectral image classification using band selection and morphological profile.
Proceedings of the 4th Workshop on Hyperspectral Image and Signal Processing, 2012

Hyperspectral imagery visualization using band selection.
Proceedings of the 4th Workshop on Hyperspectral Image and Signal Processing, 2012

Improvement of background characterization for hyperspectral target detection.
Proceedings of the 4th Workshop on Hyperspectral Image and Signal Processing, 2012

Hyperspectral classification using selected contourlet subbands.
Proceedings of the 4th Workshop on Hyperspectral Image and Signal Processing, 2012

Noise-adjusted subspace linear discriminant analysis for hyperspectral-image classification.
Proceedings of the 4th Workshop on Hyperspectral Image and Signal Processing, 2012

A comparative study on noise estimation for hyperspectral imagery.
Proceedings of the 4th Workshop on Hyperspectral Image and Signal Processing, 2012

A new method for change analysis of multi-temporal hyperspectral images.
Proceedings of the 4th Workshop on Hyperspectral Image and Signal Processing, 2012

An operational approach for hyperspectral image compression.
Proceedings of the 2012 IEEE International Geoscience and Remote Sensing Symposium, 2012

Hyperspectral band selection using a collaborative sparse model.
Proceedings of the 2012 IEEE International Geoscience and Remote Sensing Symposium, 2012

2011
Foreword to the Special Issue on Spectral Unmixing of Remotely Sensed Data.
IEEE Trans. Geoscience and Remote Sensing, 2011

Multitemporal Hyperspectral Image Compression.
IEEE Geosci. Remote Sensing Lett., 2011

An Efficient Method for Supervised Hyperspectral Band Selection.
IEEE Geosci. Remote Sensing Lett., 2011

Semisupervised Band Clustering for Dimensionality Reduction of Hyperspectral Imagery.
IEEE Geosci. Remote Sensing Lett., 2011

Improved sequential endmember extraction algorithms.
Proceedings of the 3rd Workshop on Hyperspectral Image and Signal Processing: Evolution in Remote Sensing, 2011

Applying spectral unmixing and support vector machine to airborne hyperspectral imagery for detecting giant reed.
Proceedings of the 2011 IEEE International Geoscience and Remote Sensing Symposium, 2011

Particle swarm optimization-based dimensionality reduction for hyperspectral image classification.
Proceedings of the 2011 IEEE International Geoscience and Remote Sensing Symposium, 2011

Detection and classification of buried radioactive-metal objects using wideband EMI data.
Proceedings of the 2011 IEEE International Geoscience and Remote Sensing Symposium, 2011

2011 GRSS Data Fusion Contest: Exploiting WorldView-2 multi-angular acquisitions.
Proceedings of the 2011 IEEE International Geoscience and Remote Sensing Symposium, 2011

Random-projection-based dimensionality reduction and decision fusion for hyperspectral target detection.
Proceedings of the 2011 IEEE International Geoscience and Remote Sensing Symposium, 2011

Fast Band Selection for Hyperspectral Imagery.
Proceedings of the 17th IEEE International Conference on Parallel and Distributed Systems, 2011

A new GMSK modulation based on LUT.
Proceedings of the International Conference on Electronic and Mechanical Engineering and Information Technology, 2011

2010
Feature-Driven Multilayer Visualization for Remotely Sensed Hyperspectral Imagery.
IEEE Trans. Geoscience and Remote Sensing, 2010

Decision Fusion on Supervised and Unsupervised Classifiers for Hyperspectral Imagery.
IEEE Geosci. Remote Sensing Lett., 2010

Nonlinear Spectral Mixture Analysis for Hyperspectral Imagery in an Unknown Environment.
IEEE Geosci. Remote Sensing Lett., 2010

Optical Flow and Principal Component Analysis-Based Motion Detection in Outdoor Videos.
EURASIP J. Adv. Sig. Proc., 2010

Spectral unmixing of airborne hyperspectral imagery for mapping giant reed infestations.
Proceedings of the 2nd Workshop on Hyperspectral Image and Signal Processing: Evolution in Remote Sensing, 2010

Virtual dimensionality estimation for hyperspectral imagery with a fractal-based method.
Proceedings of the 2nd Workshop on Hyperspectral Image and Signal Processing: Evolution in Remote Sensing, 2010

Weighted decision fusion for supervised and unsupervised hyperspectral image classification.
Proceedings of the IEEE International Geoscience & Remote Sensing Symposium, 2010

On the performance of random-projection-based dimensionality reduction for endmember extraction.
Proceedings of the IEEE International Geoscience & Remote Sensing Symposium, 2010

A joint optical flow and principal component analysis approach for motion detection.
Proceedings of the IEEE International Conference on Acoustics, 2010

2009
On the Impact of Atmospheric Correction on Lossy Compression of Multispectral and Hyperspectral Imagery.
IEEE Trans. Geoscience and Remote Sensing, 2009

An improved box-counting method for image fractal dimension estimation.
Pattern Recognition, 2009

Segmented Principal Component Analysis for Parallel Compression of Hyperspectral Imagery.
IEEE Geosci. Remote Sensing Lett., 2009

Fast real-time onboard processing of hyperspectral imagery for detection and classification.
J. Real-Time Image Processing, 2009

Dependent component analysis for blind restoration of images degraded by turbulent atmosphere.
Neurocomputing, 2009

Improving the quality of extracted endmembers.
Proceedings of the First Workshop on Hyperspectral Image and Signal Processing: Evolution in Remote Sensing, 2009

Decision Fusion for Supervised and Unsupervised Hyperspectral Image Classification.
Proceedings of the IEEE International Geoscience & Remote Sensing Symposium, 2009

Unsupervised Hyperspectral Band Selection using Parallel Processing.
Proceedings of the IEEE International Geoscience & Remote Sensing Symposium, 2009

Nonlinear Mixture Analysis for Hyperspectral Imagery.
Proceedings of the IEEE International Geoscience & Remote Sensing Symposium, 2009

High Performance Computing for Hyperspectral Image Analysis: Perspective and State-of-the-art.
Proceedings of the IEEE International Geoscience & Remote Sensing Symposium, 2009

Classification Performance of Random-projection-based Dimensionality Reduction of Hyperspectral Imagery.
Proceedings of the IEEE International Geoscience & Remote Sensing Symposium, 2009

2008
Color Display for Hyperspectral Imagery.
IEEE Trans. Geoscience and Remote Sensing, 2008

Similarity-Based Unsupervised Band Selection for Hyperspectral Image Analysis.
IEEE Geosci. Remote Sensing Lett., 2008

Automated Target Detection and Discrimination Using Constrained Kurtosis Maximization.
IEEE Geosci. Remote Sensing Lett., 2008

Anomaly-Based JPEG2000 Compression of Hyperspectral Imagery.
IEEE Geosci. Remote Sensing Lett., 2008

Low-Complexity Principal Component Analysis for Hyperspectral Image Compression.
IJHPCA, 2008

Dimensionality Reduction and Linear Discriminant Analysis for Hyperspectral Image Classification.
Proceedings of the Knowledge-Based Intelligent Information and Engineering Systems, 2008

Improvements to 3D-Tarp Coding for the Compression of Hyperspectral Imagery.
Proceedings of the IEEE International Geoscience & Remote Sensing Symposium, 2008

Parallel Data Compression for Hyperspectral Imagery.
Proceedings of the IEEE International Geoscience & Remote Sensing Symposium, 2008

A New Linear Mixture Model for Hyperspectral Image Analysis.
Proceedings of the IEEE International Geoscience & Remote Sensing Symposium, 2008

Anomaly-Based Hyperspectral Image Compression.
Proceedings of the IEEE International Geoscience & Remote Sensing Symposium, 2008

2007
Hyperspectral Imagery Visualization Using Double Layers.
IEEE Trans. Geoscience and Remote Sensing, 2007

Unsupervised real-time constrained linear discriminant analysis to hyperspectral image classification.
Pattern Recognition, 2007

On the Performance Evaluation of Pan-Sharpening Techniques.
IEEE Geosci. Remote Sensing Lett., 2007

Hyperspectral Image Compression Using JPEG2000 and Principal Component Analysis.
IEEE Geosci. Remote Sensing Lett., 2007

Modified Fisher's Linear Discriminant Analysis for Hyperspectral Imagery.
IEEE Geosci. Remote Sensing Lett., 2007

Implementation of Low-Complexity Principal Component Analysis for Remotely Sensed Hyperspectral-Image Compression.
Proceedings of the IEEE Workshop on Signal Processing Systems, 2007

Unsupervised band selection for hyperspectral image analysis.
Proceedings of the IEEE International Geoscience & Remote Sensing Symposium, 2007

Hyperspectral image compression with the 3D dual-tree wavelet transform.
Proceedings of the IEEE International Geoscience & Remote Sensing Symposium, 2007

2006
Color Representation and Classification for Hyperspectral Imagery.
Proceedings of the IEEE International Geoscience & Remote Sensing Symposium, 2006

Remote Sensing Image Visualization Using Double Layers.
Proceedings of the IEEE International Geoscience & Remote Sensing Symposium, 2006

A New Box-Counting Method for Estimation of Image Fractal Dimension.
Proceedings of the International Conference on Image Processing, 2006

Restoration of Degraded Video Through Turbulent Atmosphere.
Proceedings of the International Conference on Image Processing, 2006

2005
Implementation of real-time constrained linear discriminant analysis to remote sensing image classification.
Pattern Recognition, 2005

Noise-Adjusted Principle Component Analysis For Hyperspectral Remotely Sensed Imagery Visualization.
Proceedings of the 16th IEEE Visualization Conference, 2005

Airborne hyperspectral image analysis for grain sorghum yield variability mapping.
Proceedings of the IEEE International Geoscience & Remote Sensing Symposium, 2005

Investigation on constrained matrix factorization for hyperspectral image analysis.
Proceedings of the IEEE International Geoscience & Remote Sensing Symposium, 2005

Performance evaluation for pan-sharpening techniques.
Proceedings of the IEEE International Geoscience & Remote Sensing Symposium, 2005

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

Linear mixture analysis-based compression for hyperspectral image analysis.
IEEE Trans. Geoscience and Remote Sensing, 2004

Estimation of number of spectrally distinct signal sources in hyperspectral imagery.
IEEE Trans. Geoscience and Remote Sensing, 2004

Independent Component Analysis for Classifying Multispectral Images with Dimensionality Limitation.
I. J. Information Acquisition, 2004

Citrus pest stress monitoring using airborne hyperspectral imagery.
Proceedings of the 2004 IEEE International Geoscience and Remote Sensing Symposium, 2004

Optimal linear unmixing for hyperspectral image analysis.
Proceedings of the 2004 IEEE International Geoscience and Remote Sensing Symposium, 2004

Realtime online data compression for hyperspectral imagery.
Proceedings of the 2004 IEEE International Geoscience and Remote Sensing Symposium, 2004

Optimal siting of hydrological monitoring stations with respect to remote sensing-based geo-environmental patterns.
Proceedings of the 2004 IEEE International Geoscience and Remote Sensing Symposium, 2004

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

Real-time constrained linear discriminant analysis to target detection and classification in hyperspectral imagery.
Pattern Recognition, 2003

Unsupervised hyperspectral image classification using blind source separation.
Proceedings of the 2003 IEEE International Conference on Acoustics, 2003

2002
Constrained weighted least squares approaches for target detection and classification in hyperspectral 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

Real-time VLSI architecture for hyperspectral image classification using the constrained linear discriminant algorithm.
Proceedings of the IEEE International Geoscience and Remote Sensing Symposium, 2002

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

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

Interference and noise-adjusted principal components analysis.
IEEE Trans. Geoscience and Remote Sensing, 1999

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


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