Shuyuan Yang

According to our database1, Shuyuan Yang authored at least 167 papers between 2001 and 2019.

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Bibliography

2019
Self-Paced Learning-Based Probability Subspace Projection for Hyperspectral Image Classification.
IEEE Trans. Neural Netw. Learning Syst., 2019

Local Restricted Convolutional Neural Network for Change Detection in Polarimetric SAR Images.
IEEE Trans. Neural Netw. Learning Syst., 2019

A Novel Segmentation Based Depth Map Up-Sampling.
IEEE Trans. Multimedia, 2019

Transferred Deep Learning-Based Change Detection in Remote Sensing Images.
IEEE Trans. Geoscience and Remote Sensing, 2019

Collaborative Compressive Radar Imaging With Saliency Priors.
IEEE Trans. Geoscience and Remote Sensing, 2019

Convolution Structure Sparse Coding for Fusion of Panchromatic and Multispectral Images.
IEEE Trans. Geoscience and Remote Sensing, 2019

A Pareto-Based Sparse Subspace Learning Framework.
IEEE Trans. Cybernetics, 2019

Color Correction and Depth-Based Hierarchical Hole Filling in Free Viewpoint Generation.
TBC, 2019

Video reconstruction based on Intrinsic Tensor Sparsity model.
Sig. Proc.: Image Comm., 2019

Fusion of Multispectral and Panchromatic Images via Spatial Weighted Neighbor Embedding.
Remote Sensing, 2019

Fast unsupervised deep fusion network for change detection of multitemporal SAR images.
Neurocomputing, 2019

A Survey of Deep Learning-based Object Detection.
CoRR, 2019

Multi-Scale Image Block-Level F-CNN for Remote Sensing Images Object Detection.
IEEE Access, 2019

Extreme Self-Paced Learning Machine for On-Orbit SAR Images Change Detection.
IEEE Access, 2019

Learning a Deep Representative Saliency Map With Sparse Tensors.
IEEE Access, 2019

Fast DDL Classification for SAR Images With l1, ∞ Constraint.
IEEE Access, 2019

A Survey of Deep Learning-Based Object Detection.
IEEE Access, 2019

Pansharpening With Joint Local Low Rank Decomposition and Hierarchical Geometric Filtering.
IEEE Access, 2019

Multi-view Cooperative Deep Convolutional Network for Facial Recognition with Small Samples Learning.
Proceedings of the Distributed Computing and Artificial Intelligence, 2019

2018
Learning Low-Rank Decomposition for Pan-Sharpening With Spatial-Spectral Offsets.
IEEE Trans. Neural Netw. Learning Syst., 2018

Deep Sparse Tensor Filtering Network for Synthetic Aperture Radar Images Classification.
IEEE Trans. Neural Netw. Learning Syst., 2018

Mutual Learning Between Saliency and Similarity: Image Cosegmentation via Tree Structured Sparsity and Tree Graph Matching.
IEEE Trans. Image Processing, 2018

Hybrid Probabilistic Sparse Coding With Spatial Neighbor Tensor for Hyperspectral Imagery Classification.
IEEE Trans. Geoscience and Remote Sensing, 2018

Pansharpening With Multiscale Geometric Support Tensor Machine.
IEEE Trans. Geoscience and Remote Sensing, 2018

Deep Multiple Instance Learning-Based Spatial-Spectral Classification for PAN and MS Imagery.
IEEE Trans. Geoscience and Remote Sensing, 2018

Fuzzy Double C-Means Clustering Based on Sparse Self-Representation.
IEEE Trans. Fuzzy Systems, 2018

The Overcomplete Dictionary-Based Directional Estimation Model and Nonconvex Reconstruction Methods.
IEEE Trans. Cybernetics, 2018

Salient Region Detection via Discriminative Dictionary Learning and Joint Bayesian Inference.
IEEE Trans. Circuits Syst. Video Techn., 2018

Deep Multiscale Spectral-Spatial Feature Fusion for Hyperspectral Images Classification.
IEEE J Sel. Topics in Appl. Earth Observ. and Remote Sensing, 2018

Spatial-Spectral-Graph-Regularized Low-Rank Tensor Decomposition for Multispectral and Hyperspectral Image Fusion.
IEEE J Sel. Topics in Appl. Earth Observ. and Remote Sensing, 2018

Group Low-Rank Nonnegative Matrix Factorization With Semantic Regularizer for Hyperspectral Unmixing.
IEEE J Sel. Topics in Appl. Earth Observ. and Remote Sensing, 2018

Random subspace based ensemble sparse representation.
Pattern Recognition, 2018

Sparse tensor neighbor embedding based pan-sharpening via N-way block pursuit.
Knowl.-Based Syst., 2018

Semi-Supervised Tensorial Locally Linear Embedding for Feature Extraction Using PolSAR Data.
J. Sel. Topics Signal Processing, 2018

Feature selection based dual-graph sparse non-negative matrix factorization for local discriminative clustering.
Neurocomputing, 2018

Robust Automated VHF Modulation Recognition Based on Deep Convolutional Neural Networks.
IEEE Communications Letters, 2018

Dual-graph regularized non-negative matrix factorization with sparse and orthogonal constraints.
Eng. Appl. of AI, 2018

Modified Diversity of Class Probability Estimation Co-training for Hyperspectral Image Classification.
CoRR, 2018

Terrain classification based on spatial multi-attribute graph using Polarimetric SAR data.
Appl. Soft Comput., 2018

2017
Superpixel-Based Multiple Local CNN for Panchromatic and Multispectral Image Classification.
IEEE Trans. Geoscience and Remote Sensing, 2017

Multispectral and Hyperspectral Image Fusion Based on Group Spectral Embedding and Low-Rank Factorization.
IEEE Trans. Geoscience and Remote Sensing, 2017

New Hierarchical Saliency Filtering for Fast Ship Detection in High-Resolution SAR Images.
IEEE Trans. Geoscience and Remote Sensing, 2017

Deep Fully Convolutional Network-Based Spatial Distribution Prediction for Hyperspectral Image Classification.
IEEE Trans. Geoscience and Remote Sensing, 2017

A Novel Image Representation Framework Based on Gaussian Model and Evolutionary Optimization.
IEEE Trans. Evolutionary Computation, 2017

Sparse Spatio-Spectral LapSVM With Semisupervised Kernel Propagation for Hyperspectral Image Classification.
IEEE J Sel. Topics in Appl. Earth Observ. and Remote Sensing, 2017

Polarimetric SAR Feature Extraction With Neighborhood Preservation-Based Deep Learning.
IEEE J Sel. Topics in Appl. Earth Observ. and Remote Sensing, 2017

Superpixel Tensor Sparse Coding for Structural Hyperspectral Image Classification.
IEEE J Sel. Topics in Appl. Earth Observ. and Remote Sensing, 2017

Fast Classification for Large Polarimetric SAR Data Based on Refined Spatial-Anchor Graph.
IEEE Geosci. Remote Sensing Lett., 2017

Sparse learning based fuzzy c-means clustering.
Knowl.-Based Syst., 2017

Hierarchical Sparse Bayesian Learning with Beta Process Priors for Hyperspectral Imagery Restoration.
IEICE Transactions, 2017

Incremental laplacian regularization extreme learning machine for online learning.
Appl. Soft Comput., 2017

2016
POL-SAR Image Classification Based on Wishart DBN and Local Spatial Information.
IEEE Trans. Geoscience and Remote Sensing, 2016

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

Fuzzy Signature-Based Discriminative Subspace Projection for Hyperspectral Data Classification.
IEEE J Sel. Topics in Appl. Earth Observ. and Remote Sensing, 2016

SAR Images Change Detection Based on Spatial Coding and Nonlocal Similarity Pooling.
IEEE J Sel. Topics in Appl. Earth Observ. and Remote Sensing, 2016

Semisupervised Feature Extraction With Neighborhood Constraints for Polarimetric SAR Classification.
IEEE J Sel. Topics in Appl. Earth Observ. and Remote Sensing, 2016

Large Polarimetric SAR Data Semi-Supervised Classification With Spatial-Anchor Graph.
IEEE J Sel. Topics in Appl. Earth Observ. and Remote Sensing, 2016

Refined Pan-Sharpening With NSCT and Hierarchical Sparse Autoencoder.
IEEE J Sel. Topics in Appl. Earth Observ. and Remote Sensing, 2016

A Multi-kernel Joint Sparse Graph for SAR Image Segmentation.
IEEE J Sel. Topics in Appl. Earth Observ. and Remote Sensing, 2016

Fusion of Panchromatic and Multispectral Images via Coupled Sparse Non-Negative Matrix Factorization.
IEEE J Sel. Topics in Appl. Earth Observ. and Remote Sensing, 2016

Spectral-Spatial KerSparseBands Selector.
IEEE J Sel. Topics in Appl. Earth Observ. and Remote Sensing, 2016

A group matching pursuit for image reconstruction.
Sig. Proc.: Image Comm., 2016

Hierarchical Sparse Learning with Spectral-Spatial Information for Hyperspectral Imagery Denoising.
Sensors, 2016

Classification and saliency detection by semi-supervised low-rank representation.
Pattern Recognition, 2016

Global discriminative-based nonnegative spectral clustering.
Pattern Recognition, 2016

Hierarchical semantic model and scattering mechanism based PolSAR image classification.
Pattern Recognition, 2016

Object-level saliency detection with color attributes.
Pattern Recognition, 2016

Curvelet Support Value Filters (CSVFs) for image super-resolution.
Neurocomputing, 2016

Sparse Robust Filters for scene classification of Synthetic Aperture Radar (SAR) images.
Neurocomputing, 2016

Robust compressive features based power quality events classification with Analog-Digital Mixing Network (ADMN).
Neurocomputing, 2016

Hierarchical Representation Learning based spatio-temporal data redundancy reduction.
Neurocomputing, 2016

SAR image target recognition via Complementary Spatial Pyramid Coding.
Neurocomputing, 2016

New classifier based on compressed dictionary and LS-SVM.
Neurocomputing, 2016

Local graph regularized sparse reconstruction for salient object detection.
Neurocomputing, 2016

Incremental Semi-Supervised classification of data streams via self-representative selection.
Appl. Soft Comput., 2016

Fast semi-supervised classification based on parallel auction graph for polarimetric SAR data.
Proceedings of the 2016 IEEE International Geoscience and Remote Sensing Symposium, 2016

Terrain classification with Polarimetric SAR based on Deep Sparse Filtering Network.
Proceedings of the 2016 IEEE International Geoscience and Remote Sensing Symposium, 2016

2015
Sparsity-Inspired Nonparametric Probability Characterization for Radio Propagation in Body Area Networks.
IEEE J. Biomedical and Health Informatics, 2015

Compressive Hyperspectral Imaging via Sparse Tensor and Nonlinear Compressed Sensing.
IEEE Trans. Geoscience and Remote Sensing, 2015

Nonconvex Compressed Sensing by Nature-Inspired Optimization Algorithms.
IEEE Trans. Cybernetics, 2015

Geometric Nonnegative Matrix Factorization (GNMF) for Hyperspectral Unmixing.
IEEE J Sel. Topics in Appl. Earth Observ. and Remote Sensing, 2015

Hyperspectral Image Classification by Spatial-Spectral Derivative-Aided Kernel Joint Sparse Representation.
IEEE J Sel. Topics in Appl. Earth Observ. and Remote Sensing, 2015

Novel Adaptive Component-Substitution-Based Pan-Sharpening Using Particle Swarm Optimization.
IEEE Geosci. Remote Sensing Lett., 2015

Discriminative Spectral-Spatial Margin-Based Semisupervised Dimensionality Reduction of Hyperspectral Data.
IEEE Geosci. Remote Sensing Lett., 2015

Coupled compressed sensing inspired sparse spatial-spectral LSSVM for hyperspectral image classification.
Knowl.-Based Syst., 2015

Learning compressive sampling via multiscale and steerable support value transform.
Knowl.-Based Syst., 2015

Joint sparse regularization based Sparse Semi-Supervised Extreme Learning Machine (S3ELM) for classification.
Knowl.-Based Syst., 2015

Saliency generation from complex scene via digraph and Bayesian inference.
Neurocomputing, 2015

Distributed compressed sensing-based pan-sharpening with hybrid dictionary.
Neurocomputing, 2015

Polarimetric Hierarchical Semantic Model and Scattering Mechanism Based PolSAR Image Classification.
CoRR, 2015

Sparse Double-Geometric Nonlocal Mean image recovery via steerable kernel.
Appl. Soft Comput., 2015

Semi-supervised classification based on anchor-spatial graph for large polarimetric SAR data.
Proceedings of the 2015 IEEE International Geoscience and Remote Sensing Symposium, 2015

2014
Dual-Geometric Neighbor Embedding for Image Super Resolution With Sparse Tensor.
IEEE Trans. Image Processing, 2014

Semisupervised Dual-Geometric Subspace Projection for Dimensionality Reduction of Hyperspectral Image Data.
IEEE Trans. Geoscience and Remote Sensing, 2014

Remote Sensing Image Super-Resolution Reconstruction Based on Nonlocal Pairwise Dictionaries and Double Regularization.
IEEE J Sel. Topics in Appl. Earth Observ. and Remote Sensing, 2014

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

Semi-Supervised Hyperspectral Image Classification Using Spatio-Spectral Laplacian Support Vector Machine.
IEEE Geosci. Remote Sensing Lett., 2014

Hyperspectral Image Classification Based on Relaxed Clustering Assumption and Spatial Laplace Regularizer.
IEEE Geosci. Remote Sensing Lett., 2014

Compressive Sensing-Inspired Dual-Sparse SLFNN for Hyperspectral Imagery Classification.
IEEE Geosci. Remote Sensing Lett., 2014

Data-Driven Compressive Sampling and Learning Sparse Coding for Hyperspectral Image Classification.
IEEE Geosci. Remote Sensing Lett., 2014

Semi-supervised classification via kernel low-rank representation graph.
Knowl.-Based Syst., 2014

Unsupervised images segmentation via incremental dictionary learning based sparse representation.
Inf. Sci., 2014

Fusion of multispectral and panchromatic images via sparse representation and local autoregressive model.
Information Fusion, 2014

Sparse least square support vector machine via coupled compressive pruning.
Neurocomputing, 2014

Sparse Ridgelet Kernel Regressor and its online sequential extreme learning.
Neurocomputing, 2014

Improved Bandelet with heuristic evolutionary optimization for image compression.
Eng. Appl. of AI, 2014

Single image super-resolution via learned representative features and sparse manifold embedding.
Proceedings of the 2014 International Joint Conference on Neural Networks, 2014

Compressive Direction-of-Arrival Estimation via Regularized Multiple Measurement FOCUSS algorithm.
Proceedings of the 2014 International Joint Conference on Neural Networks, 2014

Fast ship detection of synthetic aperture radar images via multi-view features and clustering.
Proceedings of the 2014 International Joint Conference on Neural Networks, 2014

Unsupervised classification of polarimetric SAR images integrating color features.
Proceedings of the 2014 IEEE Geoscience and Remote Sensing Symposium, 2014

2013
Image Noise Reduction via Geometric Multiscale Ridgelet Support Vector Transform and Dictionary Learning.
IEEE Trans. Image Processing, 2013

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

Dictionary learning and similarity regularization based image noise reduction.
J. Visual Communication and Image Representation, 2013

High resolution range-reflectivity estimation of radar targets via compressive sampling and Memetic Algorithm.
Inf. Sci., 2013

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

Semi-supervised low-rank representation graph for pattern recognition.
IET Image Processing, 2013

Superpixel-wise semi-supervised structural sparse coding classifier for image segmentation.
Eng. Appl. of AI, 2013

Stable Direct Adaptive Neural Control of an Electrically Driven Dual-Axis Motion Platform Using Backstepping Technique.
Proceedings of the 3rd IFAC International Conference on Intelligent Control and Automation Science, 2013

2012
Single-Image Super-Resolution Reconstruction via Learned Geometric Dictionaries and Clustered Sparse Coding.
IEEE Trans. Image Processing, 2012

Semi-supervised action recognition in video via Labeled Kernel Sparse Coding and sparse L1 graph.
Pattern Recognition Letters, 2012

Compressive Sampling based Single-Image Super-resolution Reconstruction by dual-sparsity and Non-local Similarity Regularizer.
Pattern Recognition Letters, 2012

Pan-sharpening method via ARSIS concept under image super-resolution scheme.
J. Electronic Imaging, 2012

Fusion of multispectral and panchromatic images based on support value transform and adaptive principal component analysis.
Information Fusion, 2012

Evolution-enhanced multiscale overcomplete dictionaries learning for image denoising.
Eng. Appl. of AI, 2012

Structural similarity regularized and sparse coding based super-resolution for medical images.
Biomed. Signal Proc. and Control, 2012

Contourlet hidden Markov Tree and clarity-saliency driven PCNN based remote sensing images fusion.
Appl. Soft Comput., 2012

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

2011
Extreme and incremental learning based single-hidden-layer regularization ridgelet network.
Neurocomputing, 2011

Multitask dictionary learning and sparse representation based single-image super-resolution reconstruction.
Neurocomputing, 2011

A Finite Element Mesh Aggregating Approach to Multiple-Source Reconstruction in Bioluminescence Tomography.
Int. J. Biomedical Imaging, 2011

Approximation of functions with spatial inhomogeneity based on "true" ortho-ridgelet neural network.
Appl. Soft Comput., 2011

Online Sequential Extreme Learning of Sparse Ridgelet Kernel Regressor for Nonlinear Time-Series Prediction.
Proceedings of the Intelligent Science and Intelligent Data Engineering, 2011

2010
Evolutionary clustering based vector quantization and SPIHT coding for image compression.
Pattern Recognition Letters, 2010

Quantum-inspired immune clone algorithm and multiscale Bandelet based image representation.
Pattern Recognition Letters, 2010

Image fusion based on a new contourlet packet.
Information Fusion, 2010

2009
Fusion of multiparametric SAR images based on SW-nonsubsampled contourlet and PCNN.
Signal Processing, 2009

Radar target recognition using contourlet packet transform and neural network approach.
Signal Processing, 2009

Low bit rate SAR image coding based on adaptive multiscale Bandelets and cooperative decision.
Signal Processing, 2009

A linear ridgelet network.
Neurocomputing, 2009

An early mode decision algorithm for H.264 optimization.
Proceedings of the 2009 Picture Coding Symposium, 2009

Fast mode selection scheme for H.264/AVC inter prediction based on statistical learning method.
Proceedings of the 2009 IEEE International Conference on Multimedia and Expo, 2009

Fast algorithm for multi-reference and variable block size motion estimation in H.264/AVC.
Proceedings of the First International Conference on Internet Multimedia Computing and Service, 2009

2008
Incremental constructive ridgelet neural network.
Neurocomputing, 2008

A RBFNN approach for DoA estimation of ultra wideband antenna array.
Neurocomputing, 2008

Optimally Joint Subcarrier Matching and Power Allocation in OFDM Multihop System.
EURASIP J. Adv. Sig. Proc., 2008

A GA-based UWB pulse waveform design method.
Digital Signal Processing, 2008

SAR Image Compression Based on Bandelet Network.
Proceedings of the Fourth International Conference on Natural Computation, 2008

Fusion of Multi-band SAR Images Based on Nonsubsampled Contourlet and PCNN.
Proceedings of the Fourth International Conference on Natural Computation, 2008

Comparison of Schemes for Joint Subcarrier Matching and Power Allocation in OFDM Decode-and-Forward Relay System.
Proceedings of IEEE International Conference on Communications, 2008

2007
Geometrical multi-resolution network based on ridgelet frame.
Signal Processing, 2007

Ridgelet kernel regression.
Neurocomputing, 2007

4D Near-Field Source Localization Using Cumulant.
EURASIP J. Adv. Sig. Proc., 2007

2006
Beamforming of UWB pulse array and its implementation.
Digital Signal Processing, 2006

MRA Kernel Matching Pursuit Machine.
Proceedings of the PRICAI 2006: Trends in Artificial Intelligence, 2006

Robust adaptive infinite impulse response notch filters: a novel state-space approach.
Proceedings of the International Symposium on Circuits and Systems (ISCAS 2006), 2006

2005
A Novel Ridgelet Kernel Regression Method.
Proceedings of the Advances in Neural Networks - ISNN 2005, Second International Symposium on Neural Networks, Chongqing, China, May 30, 2005

Compression of Remote Sensing Images Based on Ridgelet and Neural Network.
Proceedings of the Advances in Neural Networks - ISNN 2005, Second International Symposium on Neural Networks, Chongqing, China, May 30, 2005

A New Adaptive Ridgelet Neural Network.
Proceedings of the Advances in Neural Networks - ISNN 2005, Second International Symposium on Neural Networks, Chongqing, China, May 30, 2005

Ultra-wideband Nearfield Adaptive Beamforming Based on a RBF Neural Network.
Proceedings of the Advances in Neural Networks - ISNN 2005, Second International Symposium on Neural Networks, Chongqing, China, May 30, 2005

Identification of road signs using a new ridgelet network.
Proceedings of the International Symposium on Circuits and Systems (ISCAS 2005), 2005

A beamforming method in UWB pulse array based on neural network.
Proceedings of the International Symposium on Circuits and Systems (ISCAS 2005), 2005

A ridgelet kernel regression model using genetic algorithm.
Proceedings of the ESANN 2005, 2005

A neural network approach of ultra-wideband nearfield adaptive beamforming.
Proceedings of the ESANN 2005, 2005

UWB radar target identification based on linear RBFNN.
Proceedings of the ESANN 2005, 2005

2004
A novel quantum evolutionary algorithm and its application.
Proceedings of the IEEE Congress on Evolutionary Computation, 2004

A quantum particle swarm optimization.
Proceedings of the IEEE Congress on Evolutionary Computation, 2004

2001
Human face recognition using a spatially weighted Hausdorff distance.
Proceedings of the 2001 International Symposium on Circuits and Systems, 2001


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