Proceedings of the Second Workshop on Complex Data Challenges in Earth Observation (CDCEO 2022) co-located with 31st International Joint Conference on Artificial Intelligence and the 25th European Conference on Artificial Intelligence (IJCAI-ECAI 2022), 2022

2021

Multi-Relation Attention Network for Image Patch Matching.

[BibT_eX]

[DOI]

IEEE Trans. Image Process., 2021

A Deep Detection Network Based on Interaction of Instance Segmentation and Object Detection for SAR Images.

[BibT_eX]

[DOI]

Remote. Sens., 2021

Representative Learning via Span-Based Mutual Information for PolSAR Image Classification.

[BibT_eX]

[DOI]

Remote. Sens., 2021

More Separable and Easier to Segment: A Cluster Alignment Method for Cross-Domain Semantic Segmentation.

[BibT_eX]

[DOI]

CoRR, 2021

Cross-Modal Feature Fusion Retrieval for Remote Sensing Image-Voice Retrieval.

[BibT_eX]

[DOI]

Proceedings of the IEEE International Geoscience and Remote Sensing Symposium, 2021

Multi-View Attention Network for Remote Sensing Image Captioning.

[BibT_eX]

[DOI]

Proceedings of the IEEE International Geoscience and Remote Sensing Symposium, 2021

Deep Global Feature-Based Template Matching for Fast Multi-Modal Image Registration.

[BibT_eX]

[DOI]

Proceedings of the IEEE International Geoscience and Remote Sensing Symposium, 2021

Graph Regular Loss for Semi-Supervised Polsar Terrain Classification.

[BibT_eX]

[DOI]

Proceedings of the IEEE International Geoscience and Remote Sensing Symposium, 2021

A Feature Decomposition Framework for Multi-Modal Image Patch Matching.

[BibT_eX]

[DOI]

Proceedings of the IEEE International Geoscience and Remote Sensing Symposium, 2021

Cascade Attention Fusion for Fine-Grained Image Captioning Based on Multi-Layer LSTM.

[BibT_eX]

[DOI]

Proceedings of the IEEE International Conference on Acoustics, 2021

2020

POL-SAR Image Classification Based on Modified Stacked Autoencoder Network and Data Distribution.

[BibT_eX]

[DOI]

IEEE Trans. Geosci. Remote. Sens., 2020

Semi-Supervised PolSAR Image Classification Based on Improved Tri-Training With a Minimum Spanning Tree.

[BibT_eX]

[DOI]

IEEE Trans. Geosci. Remote. Sens., 2020

Stochastic Recursive Gradient Support Pursuit and Its Sparse Representation Applications.

[BibT_eX]

[DOI]

Sensors, 2020

Panchromatic Image Land Cover Classification Via DCNN with Updating Iteration Strategy.

[BibT_eX]

[DOI]

Proceedings of the IEEE International Geoscience and Remote Sensing Symposium, 2020

PolSAR Scene Classification via Low-Rank Tensor-Based Multi-View Subspace Representation.

[BibT_eX]

[DOI]

Proceedings of the IEEE International Geoscience and Remote Sensing Symposium, 2020

2019

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

[BibT_eX]

[DOI]

Remote. Sens., 2019

Dual-Channel Convolutional Neural Network for Polarimetric SAR Images Classification.

[BibT_eX]

[DOI]

Proceedings of the 2019 IEEE International Geoscience and Remote Sensing Symposium, 2019

Object Detection and Trcacking Based on Convolutional Neural Networks for High-Resolution Optical Remote Sensing Video.

[BibT_eX]

[DOI]

Proceedings of the 2019 IEEE International Geoscience and Remote Sensing Symposium, 2019

Polsar Terrain Classification Based on Denoising-CNN.

[BibT_eX]

[DOI]

Proceedings of the 2019 IEEE International Geoscience and Remote Sensing Symposium, 2019

An Improved Fully Convolutional Network for Learning Rich Building Features.

[BibT_eX]

[DOI]

Proceedings of the 2019 IEEE International Geoscience and Remote Sensing Symposium, 2019

Better and Faster: Exponential Loss for Image Patch Matching.

[BibT_eX]

[DOI]

Proceedings of the 2019 IEEE/CVF International Conference on Computer Vision, 2019

AFD-Net: Aggregated Feature Difference Learning for Cross-Spectral Image Patch Matching.

[BibT_eX]

[DOI]

Proceedings of the 2019 IEEE/CVF International Conference on Computer Vision, 2019

2018

How Does the Low-Rank Matrix Decomposition Help Internal and External Learnings for Super-Resolution.

[BibT_eX]

[DOI]

IEEE Trans. Image Process., 2018

Mutual Learning Between Saliency and Similarity: Image Cosegmentation via Tree Structured Sparsity and Tree Graph Matching.

[BibT_eX]

[DOI]

IEEE Trans. Image Process., 2018

Fuzzy Superpixels for Polarimetric SAR Images Classification.

[BibT_eX]

[DOI]

IEEE Trans. Fuzzy Syst., 2018

Global Low-Rank Image Restoration With Gaussian Mixture Model.

[BibT_eX]

[DOI]

IEEE Trans. Cybern., 2018

Fuzzy Sparse Autoencoder Framework for Single Image Per Person Face Recognition.

[BibT_eX]

[DOI]

IEEE Trans. Cybern., 2018

An external learning assisted self-examples learning for image super-resolution.

[BibT_eX]

[DOI]

Neurocomputing, 2018

A robust semi-supervised SVM via ensemble learning.

[BibT_eX]

[DOI]

Appl. Soft Comput., 2018

Deep Generative Matching Network for Optical and SAR Image Registration.

[BibT_eX]

[DOI]

Proceedings of the 2018 IEEE International Geoscience and Remote Sensing Symposium, 2018

Fully Convolutional Semi-Supervised Gan for Polsar Classification.

[BibT_eX]

[DOI]

Proceedings of the 2018 IEEE International Geoscience and Remote Sensing Symposium, 2018

PolSAR Image Classification Based on DBN and Tensor Dimensionality Reduction.

[BibT_eX]

[DOI]

Proceedings of the 2018 IEEE International Geoscience and Remote Sensing Symposium, 2018

A Two-Branch Network with Semi-Supervised Learning for Hyperspectral Classification.

[BibT_eX]

[DOI]

Proceedings of the 2018 IEEE International Geoscience and Remote Sensing Symposium, 2018

Cross-Spectral Image Patch Matching by Learning Features of the Spatially Connected Patches in a Shared Space.

[BibT_eX]

[DOI]

Proceedings of the Computer Vision - ACCV 2018, 2018

2017

A Salient Region Detection and Pattern Matching-Based Algorithm for Center Detection of a Partially Covered Tropical Cyclone in a SAR Image.

[BibT_eX]

[DOI]

IEEE Trans. Geosci. Remote. Sens., 2017

Semisupervised PolSAR Image Classification Based on Improved Cotraining.

[BibT_eX]

[DOI]

IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens., 2017

Robust coupled dictionary learning with ℓ<sub>1</sub>-norm coefficients transition constraint for noisy image super-resolution.

[BibT_eX]

[DOI]

Signal Process., 2017

Unsupervised saliency-guided SAR image change detection.

[BibT_eX]

[DOI]

Pattern Recognit., 2017

Unsupervised classification of PolSAR data based on a novel polarization feature.

[BibT_eX]

[DOI]

Proceedings of the 2017 IEEE International Geoscience and Remote Sensing Symposium, 2017

SAR images super-resolution via cartoon-texture image decomposition and jointly optimized regressors.

[BibT_eX]

[DOI]

Proceedings of the 2017 IEEE International Geoscience and Remote Sensing Symposium, 2017

Semi-supervised PolSAR Classification Based on Improved Tri-training.

[BibT_eX]

[DOI]

Proceedings of the 2017 IEEE International Geoscience and Remote Sensing Symposium, 2017

Fast graph-based SAR image segmentation via simple superpixels.

[BibT_eX]

[DOI]

Proceedings of the 2017 IEEE International Geoscience and Remote Sensing Symposium, 2017

2016

Class-Level Joint Sparse Representation for Multifeature-Based Hyperspectral Image Classification.

[BibT_eX]

[DOI]

IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens., 2016

Adaptive Nonlocal Spatial-Spectral Kernel for Hyperspectral Imagery Classification.

[BibT_eX]

[DOI]

IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens., 2016

Large Polarimetric SAR Data Semi-Supervised Classification With Spatial-Anchor Graph.

[BibT_eX]

[DOI]

IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens., 2016

Joint Prior Learning for Visual Sensor Network Noisy Image Super-Resolution.

[BibT_eX]

[DOI]

Sensors, 2016

Object-level saliency detection with color attributes.

[BibT_eX]

[DOI]

Pattern Recognit., 2016

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

[BibT_eX]

[DOI]

Neurocomputing, 2016

Weighted multifeature hyperspectral image classification via kernel joint sparse representation.

[BibT_eX]

[DOI]

Neurocomputing, 2016

Local graph regularized sparse reconstruction for salient object detection.

[BibT_eX]

[DOI]

Neurocomputing, 2016

How does the Low-Rank Matrix Completion Help Internal and External Learnings for Super-Resolution.

[BibT_eX]

[DOI]

CoRR, 2016

Learning task-driven polarimetric target decomposition: A new perspective.

[BibT_eX]

[DOI]

Proceedings of the 2016 IEEE International Geoscience and Remote Sensing Symposium, 2016

Using deep neural networks for synthetic aperture radar image registration.

[BibT_eX]

[DOI]

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.

[BibT_eX]

[DOI]

Proceedings of the 2016 IEEE International Geoscience and Remote Sensing Symposium, 2016

Robust Noisy Image Super-Resolution Using \ell _1 -norm Regularization and Non-local Constraint.

[BibT_eX]

[DOI]

Proceedings of the Computer Vision - ACCV 2016 Workshops, 2016

2015

A Resample-Based SVA Algorithm for Sidelobe Reduction of SAR/ISAR Imagery With Noninteger Nyquist Sampling Rate.

[BibT_eX]

[DOI]

IEEE Trans. Geosci. Remote. Sens., 2015

Learning Interpolation via Regional Map for Pan-Sharpening.

[BibT_eX]

[DOI]

IEEE Trans. Geosci. Remote. Sens., 2015

SAR Images Retrieval Based on Semantic Classification and Region-Based Similarity Measure for Earth Observation.

[BibT_eX]

[DOI]

IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens., 2015

A new patch based change detector for polarimetric SAR data.

[BibT_eX]

[DOI]

Pattern Recognit., 2015

A novel dynamic rough subspace based selective ensemble.

[BibT_eX]

[DOI]

Pattern Recognit., 2015

A Three-Component Fisher-Based Feature Weighting Method for Supervised PolSAR Image Classification.

[BibT_eX]

[DOI]

IEEE Geosci. Remote. Sens. Lett., 2015

Modified Hybrid Freeman/Eigenvalue Decomposition for Polarimetric SAR Data.

[BibT_eX]

[DOI]

Shuang Zhang

Shuang Wang

Bo Chen

J. Sensors, 2015

Semi-supervised Learning Based on Improved Co-training by Committee.

[BibT_eX]

[DOI]

Proceedings of the Intelligence Science and Big Data Engineering. Big Data and Machine Learning Techniques, 2015

Semi-supervised classification based on anchor-spatial graph for large polarimetric SAR data.

[BibT_eX]

[DOI]

Proceedings of the 2015 IEEE International Geoscience and Remote Sensing Symposium, 2015

Polarimetric SAR images classification using deep belief networks with learning features.

[BibT_eX]

[DOI]

Proceedings of the 2015 IEEE International Geoscience and Remote Sensing Symposium, 2015

Wishart RBM based DBN for polarimetric synthetic radar data classification.

[BibT_eX]

[DOI]

Proceedings of the 2015 IEEE International Geoscience and Remote Sensing Symposium, 2015

External and internal learning for single-image super-resolution.

[BibT_eX]

[DOI]

Proceedings of the 2015 IEEE International Conference on Image Processing, 2015

2014

A Novel Eye Localization Method With Rotation Invariance.

[BibT_eX]

[DOI]

IEEE Trans. Image Process., 2014

Minimum-Entropy-Based Autofocus Algorithm for SAR Data Using Chebyshev Approximation and Method of Series Reversion, and Its Implementation in a Data Processor.

[BibT_eX]

[DOI]

IEEE Trans. Geosci. Remote. Sens., 2014

Local Maximal Homogeneous Region Search for SAR Speckle Reduction With Sketch-Based Geometrical Kernel Function.

[BibT_eX]

[DOI]

IEEE Trans. Geosci. Remote. Sens., 2014

A Novel Coarse-to-Fine Scheme for Automatic Image Registration Based on SIFT and Mutual Information.

[BibT_eX]

[DOI]

IEEE Trans. Geosci. Remote. Sens., 2014

Pansharpening Based on Low-Rank and Sparse Decomposition.

[BibT_eX]

[DOI]

IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens., 2014

Unsupervised Change Detection in SAR Image Based on Gauss-Log Ratio Image Fusion and Compressed Projection.

[BibT_eX]

[DOI]

IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens., 2014

A compressed sensing approach for efficient ensemble learning.

[BibT_eX]

[DOI]

Pattern Recognit., 2014

Improving Hyperspectral Image Classification Using Spectral Information Divergence.

[BibT_eX]

[DOI]

IEEE Geosci. Remote. Sens. Lett., 2014

Classification Method for Fully PolSAR Data Based on Three Novel Parameters.

[BibT_eX]

[DOI]

IEEE Geosci. Remote. Sens. Lett., 2014

Improve the performance of co-training by committee with refinement of class probability estimations.

[BibT_eX]

[DOI]

Neurocomputing, 2014

Multilayer feature learning for polarimetric synthetic radar data classification.

[BibT_eX]

[DOI]

Proceedings of the 2014 IEEE Geoscience and Remote Sensing Symposium, 2014

A multiscale region-based approach to automatic SAR image registration using CLPSO.

[BibT_eX]

[DOI]

Proceedings of the 2014 IEEE Geoscience and Remote Sensing Symposium, 2014

Unsupervised classification of polarimetric SAR images integrating color features.

[BibT_eX]

[DOI]

Proceedings of the 2014 IEEE Geoscience and Remote Sensing Symposium, 2014

Nonlocal filtering for Polarimetric SAR Data based on bilateral filtering.

[BibT_eX]

[DOI]

Proceedings of the 2014 IEEE Geoscience and Remote Sensing Symposium, 2014

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

[BibT_eX]

[DOI]

Proceedings of the 2014 IEEE Geoscience and Remote Sensing Symposium, 2014

SAR image segmentation based on random projection and signature frame.

[BibT_eX]

[DOI]

Proceedings of the 2014 IEEE Geoscience and Remote Sensing Symposium, 2014

Pol-SAR image classification using eigenvalue-based joint statistical framework.

[BibT_eX]

[DOI]

Proceedings of the 2014 IEEE Geoscience and Remote Sensing Symposium, 2014

2013

Context-Based Hierarchical Unequal Merging for SAR Image Segmentation.

[BibT_eX]

[DOI]

IEEE Trans. Geosci. Remote. Sens., 2013

Selective multiple kernel learning for classification with ensemble strategy.

[BibT_eX]

[DOI]

Pattern Recognit., 2013

Fast Fisher Sparsity Preserving Projections.

[BibT_eX]

[DOI]

Neural Comput. Appl., 2013

Unsupervised Classification of Fully Polarimetric SAR Images Based on Scattering Power Entropy and Copolarized Ratio.

[BibT_eX]

[DOI]

IEEE Geosci. Remote. Sens. Lett., 2013

Object information based interactive segmentation for fatty tissue extraction.

[BibT_eX]

[DOI]

Comput. Biol. Medicine, 2013

Nonlocal-Lee filter for SAR image despeckling based on hybrid patch similarity.

[BibT_eX]

[DOI]

Proceedings of the 2013 IEEE International Geoscience and Remote Sensing Symposium, 2013

High resolution SAR target reconstruction from compressive measurements with prior knowledge.

[BibT_eX]

[DOI]

Zaidao Wen

Biao Hou

Shuang Wang

Proceedings of the 2013 IEEE International Geoscience and Remote Sensing Symposium, 2013

Unsupervised classification of POLSAR data based on the improved affinity propagation clustering.

[BibT_eX]

[DOI]

Proceedings of the 2013 IEEE International Geoscience and Remote Sensing Symposium, 2013

Hurricane eye extraction from SAR image using saliency-based visual attention algorithm.

[BibT_eX]

[DOI]

Shaohui Jin

Xiaofeng Li

Shuang Wang

Proceedings of the 2013 IEEE International Geoscience and Remote Sensing Symposium, 2013

SAR image ship detection based on visual attention model.

[BibT_eX]

[DOI]

Proceedings of the 2013 IEEE International Geoscience and Remote Sensing Symposium, 2013

2012

SAR image despeckling method using bivariate shrinkage based on dual-tree complex wavelet.

[BibT_eX]

[DOI]

Proceedings of the 2012 IEEE International Geoscience and Remote Sensing Symposium, 2012

Low-rank and sparse matrix decomposition-based pan sharpening.

[BibT_eX]

[DOI]

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.

[BibT_eX]

[DOI]

Biao Hou

Na Fan

Shuang Wang

Proceedings of the 2012 IEEE International Geoscience and Remote Sensing Symposium, 2012

2011

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

[BibT_eX]

[DOI]

IEEE Geosci. Remote. Sens. Lett., 2011

Speckle Noise Reduction for Ultrasound Images via Adaptive Neighborhood Accumulated Multi-scale Products Thresholding.

[BibT_eX]

[DOI]

Proceedings of the Intelligent Science and Intelligent Data Engineering, 2011

Water/land segmentation for sar images based on geodesic distance.

[BibT_eX]

[DOI]

Proceedings of the 2011 IEEE International Geoscience and Remote Sensing Symposium, 2011

Unsupervised classification of POLSAR data based on the polarimetric decomposition and the co-polarization ratio.

[BibT_eX]

[DOI]

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.

[BibT_eX]

[DOI]

IEEE Geosci. Remote. Sens. Lett., 2010

Natural and Remote Sensing Image Segmentation Using Memetic Computing.

[BibT_eX]

[DOI]

IEEE Comput. Intell. Mag., 2010

2007

An Algorithm for SAR Image Embedded Compression Based on Wavelet Transform.

[BibT_eX]

[DOI]

Proceedings of the 8th ACIS International Conference on Software Engineering, 2007

2006

Texture Classification Via Stationary-Wavelet Based Contourlet Transform.

[BibT_eX]

[DOI]

Proceedings of the Advances in Machine Vision, 2006

2005

Image Representation in Visual Cortex and High Nonlinear Approximation.

[BibT_eX]

[DOI]

Proceedings of the Advances in Neural Networks - ISNN 2005, Second International Symposium on Neural Networks, Chongqing, China, May 30, 2005

Robust Classification of Immunity Clonal Synergetic Network Inspired by Fuzzy Integral.

[BibT_eX]

[DOI]

Xiuli Ma

Shuang Wang

Licheng Jiao

Proceedings of the Advances in Neural Networks - ISNN 2005, Second International Symposium on Neural Networks, Chongqing, China, May 30, 2005

SAR Image Segmentation Using Kernel Based Spatial FCM.

[BibT_eX]

[DOI]

Proceedings of the Image Analysis and Recognition, Second International Conference, 2005

Selective SVMs Ensemble Driven by Immune Clonal Algorithm.

[BibT_eX]

[DOI]

Proceedings of the Applications of Evolutionary Computing, 2005

Automatic Image Enhancement Driven by Evolution Based on Ridgelet Frame in the Presence of Noise.

[BibT_eX]

[DOI]

Proceedings of the Applications of Evolutionary Computing, 2005

Radar target recognition using SVMs with a wrapper feature selection driven by immune clonal algorithm.

[BibT_eX]

[DOI]

Proceedings of the 13th European Symposium on Artificial Neural Networks, 2005

Shuang Wang

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