Biao Hou

According to our database1, Biao Hou authored at least 109 papers between 2004 and 2019.

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Bibliography

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

Variational Learning of Mixture Wishart Model for PolSAR Image Classification.
IEEE Trans. Geoscience and Remote Sensing, 2019

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

Change Detection Based on Multi-Grained Cascade Forest and Multi-Scale Fusion for SAR Images.
Remote Sensing, 2019

Auto Encoder Feature Learning with Utilization of Local Spatial Information and Data Distribution for Classification of PolSAR Image.
Remote Sensing, 2019

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

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

Complex Gaussian-Bayesian Online Dictionary Learning for SAR Target Recognition with Limited Labeled Samples.
IEEE Access, 2019

2018
Adaptive Super-Resolution for Remote Sensing Images Based on Sparse Representation With Global Joint Dictionary Model.
IEEE Trans. Geoscience and Remote Sensing, 2018

Target-Oriented High-Resolution SAR Image Formation via Semantic Information Guided Regularizations.
IEEE Trans. Geoscience and Remote Sensing, 2018

Discriminative Transformation Learning for Fuzzy Sparse Subspace Clustering.
IEEE Trans. Cybernetics, 2018

Structural-Correlated Self-Examples Based Superresolution of Single Remote Sensing Image.
IEEE J Sel. Topics in Appl. Earth Observ. and Remote Sensing, 2018

SAR Targets Classification Based on Deep Memory Convolution Neural Networks and Transfer Parameters.
IEEE J Sel. Topics in Appl. Earth Observ. and Remote Sensing, 2018

Patch-Sorted Deep Feature Learning for High Resolution SAR Image Classification.
IEEE J Sel. Topics in Appl. Earth Observ. and Remote Sensing, 2018

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

Sparse Subspace Clustering-Based Feature Extraction for PolSAR Imagery Classification.
Remote Sensing, 2018

Discriminative Feature Learning for Real-Time SAR Automatic Target Recognition With the Nonlinear Analysis Cosparse Model.
IEEE Geosci. Remote Sensing Lett., 2018

Decomposition-Feature-Iterative-Clustering-Based Superpixel Segmentation for PolSAR Image Classification.
IEEE Geosci. Remote Sensing Lett., 2018

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

A robust semi-supervised SVM via ensemble learning.
Appl. Soft Comput., 2018

Deep Generative Matching Network for Optical and SAR Image Registration.
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

Fully Convolutional Semi-Supervised Gan for Polsar Classification.
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

2017
Discriminative Nonlinear Analysis Operator Learning: When Cosparse Model Meets Image Classification.
IEEE Trans. Image Processing, 2017

Robust Semisupervised Classification for PolSAR Image With Noisy Labels.
IEEE Trans. Geoscience and Remote Sensing, 2017

Sparse Coding-Inspired High-Resolution ISAR Imaging Using Multistage Compressive Sensing.
IEEE Trans. Aerospace and Electronic Systems, 2017

POLSAR Image Classification via Wishart-AE Model or Wishart-CAE Model.
IEEE J Sel. Topics in Appl. Earth Observ. and Remote Sensing, 2017

A Fast Algorithm for SAR Image Segmentation Based on Key Pixels.
IEEE J Sel. Topics in Appl. Earth Observ. and Remote Sensing, 2017

Unsupervised Classification of Polarimetirc SAR Image Via Improved Manifold Regularized Low-Rank Representation With Multiple Features.
IEEE J Sel. Topics in Appl. Earth Observ. and Remote Sensing, 2017

Joint Sparse Recovery With Semisupervised MUSIC.
IEEE Signal Process. Lett., 2017

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

Discriminative Transformation Learning for Fuzzy Sparse Subspace Clustering.
CoRR, 2017

Joint Sparse Recovery With Semisupervised MUSIC.
CoRR, 2017

Discriminative Nonlinear Analysis Operator Learning: When Cosparse Model Meets Image Classification.
CoRR, 2017

Target Oriented High Resolution SAR Image Formation via Semantic Information Guided Regularizations.
CoRR, 2017

Context-Based Max-Margin for PolSAR Image Classification.
IEEE Access, 2017

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

Change detection in synthetic aperture radar images based on log-mean operator and stacked auto-encoder.
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

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

Adaptive Nonlocal Spatial-Spectral Kernel for Hyperspectral Imagery 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

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

Classification of Polarimetric SAR Images Using Multilayer Autoencoders and Superpixels.
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

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

SAR Image Registration Based on Multifeature Detection and Arborescence Network Matching.
IEEE Geosci. Remote Sensing Lett., 2016

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

SAR Image Classification via Hierarchical Sparse Representation and Multisize Patch Features.
IEEE Geosci. Remote Sensing Lett., 2016

Locality-constraint discriminant feature learning for high-resolution SAR image classification.
Neurocomputing, 2016

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

Learning task-driven polarimetric target decomposition: A new perspective.
Proceedings of the 2016 IEEE International Geoscience and Remote Sensing Symposium, 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

Unsupervised PolSAR image classification using boundary-preserving region division and region-based affinity propagation clustering.
Proceedings of the 2016 IEEE International Geoscience and Remote Sensing Symposium, 2016

2015
A Resample-Based SVA Algorithm for Sidelobe Reduction of SAR/ISAR Imagery With Noninteger Nyquist Sampling Rate.
IEEE Trans. Geoscience and Remote Sensing, 2015

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

SAR Images Retrieval Based on Semantic Classification and Region-Based Similarity Measure for Earth Observation.
IEEE J Sel. Topics in Appl. Earth Observ. and Remote Sensing, 2015

Multilevel Distribution Coding Model-Based Dictionary Learning for PolSAR Image Classification.
IEEE J Sel. Topics in Appl. Earth Observ. and Remote Sensing, 2015

Spectral-Spatial Classification of Hyperspectral Data Using 3-D Morphological Profile.
IEEE Geosci. Remote Sensing Lett., 2015

Multilayer CFAR Detection of Ship Targets in Very High Resolution SAR Images.
IEEE Geosci. Remote Sensing Lett., 2015

Semi-supervised Learning Based on Improved Co-training by Committee.
Proceedings of the Intelligence Science and Big Data Engineering. Big Data and Machine Learning Techniques, 2015

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

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

Wishart RBM based DBN for polarimetric synthetic radar data classification.
Proceedings of the 2015 IEEE International Geoscience and Remote Sensing Symposium, 2015

2014
A Novel Eye Localization Method With Rotation Invariance.
IEEE Trans. Image Processing, 2014

Unsupervised Change Detection in SAR Image Based on Gauss-Log Ratio Image Fusion and Compressed Projection.
IEEE J Sel. Topics in Appl. Earth Observ. and Remote Sensing, 2014

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

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

Multilayer feature learning for polarimetric synthetic radar data classification.
Proceedings of the 2014 IEEE Geoscience and Remote Sensing Symposium, 2014

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

Nonlocal filtering for Polarimetric SAR Data based on bilateral filtering.
Proceedings of the 2014 IEEE Geoscience and Remote Sensing Symposium, 2014

MSTAR image segmentation with multi-phase level set based on probability density model.
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

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

Fast Fisher Sparsity Preserving Projections.
Neural Computing and Applications, 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

High resolution SAR target reconstruction from compressive measurements with prior knowledge.
Proceedings of the 2013 IEEE International Geoscience and Remote Sensing Symposium, 2013

Unsupervised classification of POLSAR data based on the improved affinity propagation clustering.
Proceedings of the 2013 IEEE International Geoscience and Remote Sensing Symposium, 2013

SAR image ship detection based on visual attention model.
Proceedings of the 2013 IEEE International Geoscience and Remote Sensing Symposium, 2013

2012
Correction to "SAR Image Despeckling Based on Nonsubsampled Shearlet Transform" [Jun 12 809-823].
IEEE J Sel. Topics in Appl. Earth Observ. and Remote Sensing, 2012

SAR Image Despeckling Based on Nonsubsampled Shearlet Transform.
IEEE J Sel. Topics in Appl. Earth Observ. and Remote Sensing, 2012

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

SAR image despeckling method using bivariate shrinkage based on dual-tree complex wavelet.
Proceedings of the 2012 IEEE International Geoscience and Remote Sensing Symposium, 2012

Low-rank and sparse matrix decomposition-based pan sharpening.
Proceedings of the 2012 IEEE International Geoscience and Remote Sensing Symposium, 2012

A visual attention model based on wavelet transform and its application on ship detection.
Proceedings of the 2012 IEEE International Geoscience and Remote Sensing Symposium, 2012

2011
Multivariate Compressive Sensing for Image Reconstruction in the Wavelet Domain: Using Scale Mixture Models.
IEEE Trans. Image Processing, 2011

SAR Image Despeckling Based on Local Homogeneous-Region Segmentation by Using Pixel-Relativity Measurement.
IEEE Trans. Geoscience and Remote Sensing, 2011

Shape-Adaptive Reversible Integer Lapped Transform for Lossy-to-Lossless ROI Coding of Remote Sensing Two-Dimensional Images.
IEEE Geosci. Remote Sensing Lett., 2011

Target Reconstruction Using Manifold-Based Compressive Sensing.
Proceedings of the Intelligent Science and Intelligent Data Engineering, 2011

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

SAR image despeckling based on improved Directionlet domain Gaussian Mixture Model.
Proceedings of the 2011 IEEE International Geoscience and Remote Sensing Symposium, 2011

2010
SAR Image Despeckling Using Edge Detection and Feature Clustering in Bandelet Domain.
IEEE Geosci. Remote Sensing Lett., 2010

Natural and Remote Sensing Image Segmentation Using Memetic Computing.
IEEE Comp. Int. Mag., 2010

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

2008
Synthetic aperture radar image despeckling via spatially adaptive shrinkage in the nonsubsampled contourlet transform domain.
J. Electronic Imaging, 2008

2007
An Algorithm for SAR Image Embedded Compression Based on Wavelet Transform.
Proceedings of the 8th ACIS International Conference on Software Engineering, 2007

2006
Texture Classification Via Stationary-Wavelet Based Contourlet Transform.
Proceedings of the Advances in Machine Vision, 2006

2005
A New Wavelet-Domain HMTseg Algorithm for Remotely Sensed Image Segmentation.
Proceedings of the Image Analysis and Processing, 2005

Automatic Texture Segmentation Based on Wavelet-Domain Hidden Markov Tree.
Proceedings of the Progress in Pattern Recognition, 2005

A Fully Unsupervised Image Segmentation Algorithm Based on Wavelet-Domain Hidden Markov Tree Models.
Proceedings of the Advanced Concepts for Intelligent Vision Systems, 2005

2004
Unsupervised image segmentation based on the anisotropic texture information.
Proceedings of the Third International Conference on Image and Graphics, 2004


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