Xiangrong Zhang

According to our database1, Xiangrong Zhang authored at least 120 papers between 2004 and 2019.

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Bibliography

2019
Hyperspectral Anomaly Detection via Background and Potential Anomaly Dictionaries Construction.
IEEE Trans. Geoscience and Remote Sensing, 2019

Classification of Hyperspectral Images Based on Multiclass Spatial-Spectral Generative Adversarial Networks.
IEEE Trans. Geoscience and Remote Sensing, 2019

CNN-Based Multilayer Spatial-Spectral Feature Fusion and Sample Augmentation With Local and Nonlocal Constraints for Hyperspectral Image Classification.
IEEE J Sel. Topics in Appl. Earth Observ. and Remote Sensing, 2019

Description Generation for Remote Sensing Images Using Attribute Attention Mechanism.
Remote Sensing, 2019

Aerial Image Road Extraction Based on an Improved Generative Adversarial Network.
Remote Sensing, 2019

Double-Branch Multi-Attention Mechanism Network for Hyperspectral Image Classification.
Remote Sensing, 2019

Change Detection in Remote Sensing Images Based on Image Mapping and a Deep Capsule Network.
Remote Sensing, 2019

A Novel Multi-Model Decision Fusion Network for Object Detection in Remote Sensing Images.
Remote Sensing, 2019

Divide-and-Conquer Dual-Architecture Convolutional Neural Network for Classification of Hyperspectral Images.
Remote Sensing, 2019

Adversarial Reconstruction-Classification Networks for PolSAR Image Classification.
Remote Sensing, 2019

Tensor Discriminant Analysis via Compact Feature Representation for Hyperspectral Images Dimensionality Reduction.
Remote Sensing, 2019

Tensor Based Multiscale Low Rank Decomposition for Hyperspectral Images Dimensionality Reduction.
Remote Sensing, 2019

2018
Hybrid Unmixing Based on Adaptive Region Segmentation for Hyperspectral Imagery.
IEEE Trans. Geoscience and Remote Sensing, 2018

Multifeature Hyperspectral Image Classification With Local and Nonlocal Spatial Information via Markov Random Field in Semantic Space.
IEEE Trans. Geoscience and Remote Sensing, 2018

A Hybrid Method of SAR Speckle Reduction Based on Geometric-Structural Block and Adaptive Neighborhood.
IEEE Trans. Geoscience and Remote Sensing, 2018

Tensor-Based Low-Rank Graph With Multimanifold Regularization for Dimensionality Reduction of Hyperspectral Images.
IEEE Trans. Geoscience and Remote Sensing, 2018

Spatial Sequential Recurrent Neural Network for Hyperspectral Image Classification.
IEEE J Sel. Topics in Appl. Earth Observ. and Remote Sensing, 2018

Marginal Stacked Autoencoder With Adaptively-Spatial Regularization for Hyperspectral Image Classification.
IEEE J Sel. Topics in Appl. Earth Observ. and Remote Sensing, 2018

Patch Tensor-Based Sparse and Low-Rank Graph for Hyperspectral Images Dimensionality Reduction.
IEEE J Sel. Topics in Appl. Earth Observ. and Remote Sensing, 2018

Hyperspectral Unmixing via Low-Rank Representation with Space Consistency Constraint and Spectral Library Pruning.
Remote Sensing, 2018

Unsupervised Deep Feature Learning for Remote Sensing Image Retrieval.
Remote Sensing, 2018

MMM: classification of schizophrenia using multi-modality multi-atlas feature representation and multi-kernel learning.
Multimedia Tools Appl., 2018

Hyperspectral Unmixing via Deep Convolutional Neural Networks.
IEEE Geosci. Remote Sensing Lett., 2018

A set of domain rules and a deep network for protein coreference resolution.
Database, 2018

Spatial-Spectral Graph-Based Nonlinear Embedding Dimensionality Reduction for Hyperspectral Image Classificaiton.
Proceedings of the 2018 IEEE International Geoscience and Remote Sensing Symposium, 2018

Circular Relevance Feedback for Remote Sensing Image Retrieval.
Proceedings of the 2018 IEEE International Geoscience and Remote Sensing Symposium, 2018

Hyper-Laplacian Regularized Low-Rank Tensor Decomposition for Hyperspectral Anomaly Detection.
Proceedings of the 2018 IEEE International Geoscience and Remote Sensing Symposium, 2018

PolSAR Image Classification Based on DBN and Tensor Dimensionality Reduction.
Proceedings of the 2018 IEEE International Geoscience and Remote Sensing Symposium, 2018

OpenHI - An open source framework for annotating histopathological image.
Proceedings of the IEEE International Conference on Bioinformatics and Biomedicine, 2018

2017
Unsupervised saliency-guided SAR image change detection.
Pattern Recognition, 2017

Recursive Autoencoders-Based Unsupervised Feature Learning for Hyperspectral Image Classification.
IEEE Geosci. Remote Sensing Lett., 2017

Natural language description of remote sensing images based on deep learning.
Proceedings of the 2017 IEEE International Geoscience and Remote Sensing Symposium, 2017

A weighted joint sparse of three channels method for full POL-SAR data classification.
Proceedings of the 2017 IEEE International Geoscience and Remote Sensing Symposium, 2017

Fast graph-based SAR image segmentation via simple superpixels.
Proceedings of the 2017 IEEE International Geoscience and Remote Sensing Symposium, 2017

Hyperspectral image classification based on stacked marginal discriminative autoencoder.
Proceedings of the 2017 IEEE International Geoscience and Remote Sensing Symposium, 2017

2016
SAR Image Segmentation Based on Hierarchical Visual Semantic and Adaptive Neighborhood Multinomial Latent Model.
IEEE Trans. Geoscience and Remote Sensing, 2016

Multiple Kernel Learning Based on Discriminative Kernel Clustering for Hyperspectral Band Selection.
IEEE Trans. Geoscience and Remote Sensing, 2016

Spectral-Spatial Feature Learning Using Cluster-Based Group Sparse Coding for Hyperspectral Image Classification.
IEEE J Sel. Topics in Appl. Earth Observ. and Remote Sensing, 2016

Class-Level Joint Sparse Representation for Multifeature-Based Hyperspectral Image Classification.
IEEE J Sel. Topics in Appl. Earth Observ. and Remote Sensing, 2016

A Spatial Fuzzy Clustering Algorithm With Kernel Metric Based on Immune Clone for SAR Image Segmentation.
IEEE J Sel. Topics in Appl. Earth Observ. and Remote Sensing, 2016

Spectral-spatial hyperspectral image ensemble classification via joint sparse representation.
Pattern Recognition, 2016

Unsupervised feature selection based on maximum information and minimum redundancy for hyperspectral images.
Pattern Recognition, 2016

Local Collaborative Representation With Adaptive Dictionary Selection for Hyperspectral Image Classification.
IEEE Geosci. Remote Sensing Lett., 2016

Hierarchical Discriminative Feature Learning for Hyperspectral Image Classification.
IEEE Geosci. Remote Sensing Lett., 2016

A Nonlocal Means for Speckle Reduction of SAR Image With Multiscale-Fusion-Based Steerable Kernel Function.
IEEE Geosci. Remote Sensing Lett., 2016

Dimensionality Reduction Based on Group-Based Tensor Model for Hyperspectral Image Classification.
IEEE Geosci. Remote Sensing Lett., 2016

Single image super-resolution reconstruction based on genetic algorithm and regularization prior model.
Inf. Sci., 2016

Weighted multifeature hyperspectral image classification via kernel joint sparse representation.
Neurocomputing, 2016

A nonlinear subspace multiple kernel learning for financial distress prediction of Chinese listed companies.
Neurocomputing, 2016

Spatially constrained Bag-of-Visual-Words for hyperspectral image classification.
Proceedings of the 2016 IEEE International Geoscience and Remote Sensing Symposium, 2016

Joint multi-feature hyperspectral image classification with spatial constraint in semantic manifold.
Proceedings of the 2016 IEEE International Geoscience and Remote Sensing Symposium, 2016

A weighted multi-task joint sparse representation method for hyperspectral image classification.
Proceedings of the 2016 IEEE International Geoscience and Remote Sensing Symposium, 2016

Automated Segmentation of MOOC Lectures towards Customized Learning.
Proceedings of the 16th IEEE International Conference on Advanced Learning Technologies, 2016

LitWay, Discriminative Extraction for Different Bio-Events.
Proceedings of the 4th BioNLP Shared Task Workshop, BioNLP 2016, 2016

2015
Mutual-Information-Based Semi-Supervised Hyperspectral Band Selection With High Discrimination, High Information, and Low Redundancy.
IEEE Trans. Geoscience and Remote Sensing, 2015

Semisupervised Affinity Propagation Based on Normalized Trivariable Mutual Information for Hyperspectral Band Selection.
IEEE J Sel. Topics in Appl. Earth Observ. and Remote Sensing, 2015

Fast Multifeature Joint Sparse Representation for Hyperspectral Image Classification.
IEEE Geosci. Remote Sensing Lett., 2015

Imbalanced Hyperspectral Image Classification Based on Maximum Margin.
IEEE Geosci. Remote Sensing Lett., 2015

Scaling cut criterion-based discriminant analysis for supervised dimension reduction.
Knowl. Inf. Syst., 2015

Sparsity-constrained generalized bilinear model for hyperspectral unmixing.
Proceedings of the 2015 IEEE International Geoscience and Remote Sensing Symposium, 2015

Polarimetric SAR images classification using deep belief networks with learning features.
Proceedings of the 2015 IEEE International Geoscience and Remote Sensing Symposium, 2015

Using word embedding for bio-event extraction.
Proceedings of the Workshop on Biomedical Natural Language Processing, BioNLP@IJCNLP 2015, 2015

2014
Local Maximal Homogeneous Region Search for SAR Speckle Reduction With Sketch-Based Geometrical Kernel Function.
IEEE Trans. Geoscience and Remote Sensing, 2014

Eigenvalue Analysis-Based Approach for POL-SAR Image Classification.
IEEE Trans. Geoscience and Remote Sensing, 2014

Hyperspectral Band Selection Based on Trivariate Mutual Information and Clonal Selection.
IEEE Trans. Geoscience and Remote Sensing, 2014

Modified Co-Training With Spectral and Spatial Views for Semisupervised Hyperspectral Image Classification.
IEEE J Sel. Topics in Appl. Earth Observ. and Remote Sensing, 2014

Laplacian group sparse modeling of human actions.
Pattern Recognition, 2014

Using Combined Difference Image and k-Means Clustering for SAR Image Change Detection.
IEEE Geosci. Remote Sensing Lett., 2014

Improving Hyperspectral Image Classification Using Spectral Information Divergence.
IEEE Geosci. Remote Sensing Lett., 2014

SAR image segmentation based on quantum-inspired multiobjective evolutionary clustering algorithm.
Inf. Process. Lett., 2014

Low-rank representation based action recognition.
Proceedings of the 2014 International Joint Conference on Neural Networks, 2014

Classification of imbalanced hyperspectral imagery data using support vector sampling.
Proceedings of the 2014 IEEE Geoscience and Remote Sensing Symposium, 2014

SAR image segmentation based on random projection and signature frame.
Proceedings of the 2014 IEEE Geoscience and Remote Sensing Symposium, 2014

A novel algorithm for many-objective dimension reductions: Pareto-PCA-NSGA-II.
Proceedings of the IEEE Congress on Evolutionary Computation, 2014

Biclustering of gene expression data using Particle Swarm Optimization integrated with pattern-driven local search.
Proceedings of the IEEE Congress on Evolutionary Computation, 2014

2013
Context-Based Hierarchical Unequal Merging for SAR Image Segmentation.
IEEE Trans. Geoscience and Remote Sensing, 2013

A Novel Method for Hyperspectral Image Classification Based on Laplacian Eigenmap Pixels Distribution-Flow.
IEEE J Sel. Topics in Appl. Earth Observ. and Remote Sensing, 2013

Arithmetic coding for image compression with adaptive weight-context classification.
Sig. Proc.: Image Comm., 2013

Sparse coding and classifier ensemble based multi-instance learning for image categorization.
Signal Processing, 2013

Robust non-local fuzzy c-means algorithm with edge preservation for SAR image segmentation.
Signal Processing, 2013

Manifold-constrained coding and sparse representation for human action recognition.
Pattern Recognition, 2013

Semisupervised Dimensionality Reduction of Hyperspectral Images via Local Scaling Cut Criterion.
IEEE Geosci. Remote Sensing Lett., 2013

Low-rank representation with local constraint for graph construction.
Neurocomputing, 2013

An efficient multiple kernel computation method for regression analysis of economic data.
Neurocomputing, 2013

A UWB mixer with a balanced wide band active balun using crossing centertaped inductor.
Proceedings of the 2013 IEEE International Symposium on Circuits and Systems (ISCAS2013), 2013

Fully integrated passive UHF RFID transponder IC with a sensitivity of -12 dBm.
Proceedings of the 2013 IEEE International Symposium on Circuits and Systems (ISCAS2013), 2013

Spatial-spectral classification based on group sparse coding for hyperspectral image.
Proceedings of the 2013 IEEE International Geoscience and Remote Sensing Symposium, 2013

Joint segmentation and classification of hyperspectral image using meanshift and sparse representation classifier.
Proceedings of the 2013 IEEE International Geoscience and Remote Sensing Symposium, 2013

A folded current-reused CMOS power amplifier for low-voltage 3.0-5.0 GHz UWB applications.
Proceedings of the IEEE 10th International Conference on ASIC, 2013

2012
MPM SAR Image Segmentation Using Feature Extraction and Context Model.
IEEE Geosci. Remote Sensing Lett., 2012

Gene transposon based clone selection algorithm for automatic clustering.
Inf. Sci., 2012

Immunodomaince based Clonal Selection Clustering Algorithm.
Appl. Soft Comput., 2012

A sparse kernel representation method for image classification.
Proceedings of the 2012 International Joint Conference on Neural Networks (IJCNN), 2012

SAR image change detection based on low rank matrix decomposition.
Proceedings of the 2012 IEEE International Geoscience and Remote Sensing Symposium, 2012

Optimized feature extraction by immune clonal selection algorithm.
Proceedings of the IEEE Congress on Evolutionary Computation, 2012

Multi-objective Invasive Weed Optimization algortihm for clustering.
Proceedings of the IEEE Congress on Evolutionary Computation, 2012

2011
Bag-of-Visual-Words Based on Clonal Selection Algorithm for SAR Image Classification.
IEEE Geosci. Remote Sensing Lett., 2011

Spectral clustering based unsupervised change detection in SAR images.
Proceedings of the 2011 IEEE International Geoscience and Remote Sensing Symposium, 2011

MUlti information based Ground Control Points selection method.
Proceedings of the 2011 IEEE International Geoscience and Remote Sensing Symposium, 2011

2010
SAR image segmentation with entropy ranking based adaptive semi-supervised spectral clustering.
Proceedings of the SAR Image Analysis, 2010

Semi-supervised Tissue Segmentation of 3D Brain MR Images.
Proceedings of the 14th International Conference on Information Visualisation, 2010

2008
Quantum-Inspired Immune Clonal Algorithm for Global Optimization.
IEEE Trans. Systems, Man, and Cybernetics, Part B, 2008

Spectral Clustering Ensemble Applied to SAR Image Segmentation.
IEEE Trans. Geoscience and Remote Sensing, 2008

A population-based artificial immune system for numerical optimization.
Neurocomputing, 2008

Self-Tuning Semi-Supervised Spectral Clustering.
Proceedings of the 2008 International Conference on Computational Intelligence and Security, 2008

Unsupervised texture image segmentation using multiobjective evolutionary clustering ensemble algorithm.
Proceedings of the IEEE Congress on Evolutionary Computation, 2008

2007
Recognition of SAR Occluded Targets Using SVM.
Proceedings of the Advances in Multimedia Modeling, 2007

SVMs ensemble for radar target recognition based on evolutionary feature selection.
Proceedings of the IEEE Congress on Evolutionary Computation, 2007

2006
A New Dictionary Learning Method for Kernel Matching Pursuit.
Proceedings of the Fuzzy Systems and Knowledge Discovery, Third International Conference, 2006

Immune Multiobjective Optimization Algorithm for Unsupervised Feature Selection.
Proceedings of the Applications of Evolutionary Computing, 2006

2005
Image Representation in Visual Cortex and High Nonlinear Approximation.
Proceedings of the Advances in Neural Networks - ISNN 2005, Second International Symposium on Neural Networks, Chongqing, China, May 30, 2005

A Review: Relationship Between Response Properties of Visual Neurons and Advances in Nonlinear Approximation Theory.
Proceedings of the Advances in Neural Networks - ISNN 2005, Second International Symposium on Neural Networks, Chongqing, China, May 30, 2005

Simultaneous Feature Selection and Parameters Optimization for SVM by Immune Clonal Algorithm.
Proceedings of the Advances in Natural Computation, First International Conference, 2005

SAR Image Segmentation Using Kernel Based Spatial FCM.
Proceedings of the Image Analysis and Recognition, Second International Conference, 2005

Dual ridgelet frame constructed using biorthogonal wavelet basis.
Proceedings of the 2005 IEEE International Conference on Acoustics, 2005

Selective SVMs Ensemble Driven by Immune Clonal Algorithm.
Proceedings of the Applications of Evolutionary Computing, 2005

Automatic Image Enhancement Driven by Evolution Based on Ridgelet Frame in the Presence of Noise.
Proceedings of the Applications of Evolutionary Computing, 2005

Radar target recognition using SVMs with a wrapper feature selection driven by immune clonal algorithm.
Proceedings of the ESANN 2005, 2005

2004
SAR Image Classification Based on Immune Clonal Feature Selection.
Proceedings of the Image Analysis and Recognition: International Conference, 2004

A Brushlet-Based Feature Set Applied to Texture Classification.
Proceedings of the Computational and Information Science, First International Symposium, 2004


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