Gangyao Kuang

Affiliations:
  • National University of Defense Technology, Changsha, China


According to our database1, Gangyao Kuang authored at least 160 papers between 2005 and 2024.

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Bibliography

2024
Image Regression With Structure Cycle Consistency for Heterogeneous Change Detection.
IEEE Trans. Neural Networks Learn. Syst., February, 2024

Azimuth-Aware Subspace Classifier for Few-Shot Class-Incremental SAR ATR.
IEEE Trans. Geosci. Remote. Sens., 2024

Data Distribution Loss for Imbalanced SAR Vehicle Target Recognition.
IEEE Geosci. Remote. Sens. Lett., 2024

RCShip: A Dataset Dedicated to Ship Detection in Range-Compressed SAR Data.
IEEE Geosci. Remote. Sens. Lett., 2024

SAR Target Open-Set Recognition Based on Joint Training of Class-Specific Sub-Dictionary Learning.
IEEE Geosci. Remote. Sens. Lett., 2024

2023
Adversarial Robust Aerial Image Recognition Based on Reactive-Proactive Defense Framework with Deep Ensembles.
Remote. Sens., October, 2023

Registration of Large Optical and SAR Images with Non-Flat Terrain by Investigating Reliable Sparse Correspondences.
Remote. Sens., September, 2023

Azimuth-Aware Discriminative Representation Learning for Semi-Supervised Few-Shot SAR Vehicle Recognition.
Remote. Sens., January, 2023

Importance-Aware Information Bottleneck Learning Paradigm for Lip Reading.
IEEE Trans. Multim., 2023

Few-Shot Class-Incremental SAR Target Recognition via Cosine Prototype Learning.
IEEE Trans. Geosci. Remote. Sens., 2023

TCD: Task-Collaborated Detector for Oriented Objects in Remote Sensing Images.
IEEE Trans. Geosci. Remote. Sens., 2023

Structural Regression Fusion for Unsupervised Multimodal Change Detection.
IEEE Trans. Geosci. Remote. Sens., 2023

Exploring Fine Polarimetric Decomposition Technique for Built-Up Area Monitoring.
IEEE Trans. Geosci. Remote. Sens., 2023

Open Set Recognition With Incremental Learning for SAR Target Classification.
IEEE Trans. Geosci. Remote. Sens., 2023

Ship Detection From Raw SAR Echo Data.
IEEE Trans. Geosci. Remote. Sens., 2023

PAN: Part Attention Network Integrating Electromagnetic Characteristics for Interpretable SAR Vehicle Target Recognition.
IEEE Trans. Geosci. Remote. Sens., 2023

Optical and SAR Image Dense Registration Using a Robust Deep Optical Flow Framework.
IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens., 2023

Attributed Scattering Center Guided Adversarial Attack for DCNN SAR Target Recognition.
IEEE Geosci. Remote. Sens. Lett., 2023

Scattering Features Spatial-Structural Association Network for Aircraft Recognition in SAR Images.
IEEE Geosci. Remote. Sens. Lett., 2023

Change Alignment-Based Graph Structure Learning for Unsupervised Heterogeneous Change Detection.
IEEE Geosci. Remote. Sens. Lett., 2023

2022
Fine-grained visual classification via multilayer bilinear pooling with object localization.
Vis. Comput., 2022

Informative Feature Disentanglement for Unsupervised Domain Adaptation.
IEEE Trans. Multim., 2022

Attentional Feature Refinement and Alignment Network for Aircraft Detection in SAR Imagery.
IEEE Trans. Geosci. Remote. Sens., 2022

Explore Better Network Framework for High-Resolution Optical and SAR Image Matching.
IEEE Trans. Geosci. Remote. Sens., 2022

Domain Knowledge Powered Two-Stream Deep Network for Few-Shot SAR Vehicle Recognition.
IEEE Trans. Geosci. Remote. Sens., 2022

Structure Consistency-Based Graph for Unsupervised Change Detection With Homogeneous and Heterogeneous Remote Sensing Images.
IEEE Trans. Geosci. Remote. Sens., 2022

Sparse-Constrained Adaptive Structure Consistency-Based Unsupervised Image Regression for Heterogeneous Remote-Sensing Change Detection.
IEEE Trans. Geosci. Remote. Sens., 2022

Graph Signal Processing for Heterogeneous Change Detection.
IEEE Trans. Geosci. Remote. Sens., 2022

Multimodal Semantic Consistency-Based Fusion Architecture Search for Land Cover Classification.
IEEE Trans. Geosci. Remote. Sens., 2022

Dense Adaptive Grouping Distillation Network for Multimodal Land Cover Classification With Privileged Modality.
IEEE Trans. Geosci. Remote. Sens., 2022

Dynamic-Hierarchical Attention Distillation With Synergetic Instance Selection for Land Cover Classification Using Missing Heterogeneity Images.
IEEE Trans. Geosci. Remote. Sens., 2022

Complex Signal Kurtosis - Indicator of Ship Target Signature in SAR Images.
IEEE Trans. Geosci. Remote. Sens., 2022

Electromagnetic Scattering Feature (ESF) Module Embedded Network Based on ASC Model for Robust and Interpretable SAR ATR.
IEEE Trans. Geosci. Remote. Sens., 2022

Deep Ladder-Suppression Network for Unsupervised Domain Adaptation.
IEEE Trans. Cybern., 2022

Multi-Source Remote Sensing Pretraining Based on Contrastive Self-Supervised Learning.
Remote. Sens., 2022

Iterative structure transformation and conditional random field based method for unsupervised multimodal change detection.
Pattern Recognit., 2022

Novel Loss Function in CNN for Small Sample Target Recognition in SAR Images.
IEEE Geosci. Remote. Sens. Lett., 2022

Aspect-Ratio-Guided Detection for Oriented Objects in Remote Sensing Images.
IEEE Geosci. Remote. Sens. Lett., 2022

Optical and SAR Image Matching Using Pixelwise Deep Dense Features.
IEEE Geosci. Remote. Sens. Lett., 2022

An Open Set Recognition Method for SAR Targets Based on Multitask Learning.
IEEE Geosci. Remote. Sens. Lett., 2022

A Cross-Layer Nonlocal Network for Remote Sensing Scene Classification.
IEEE Geosci. Remote. Sens. Lett., 2022

Multilevel Adaptive-Scale Context Aggregating Network for Semantic Segmentation in High-Resolution Remote Sensing Images.
IEEE Geosci. Remote. Sens. Lett., 2022

Locality-Constrained Bilinear Network for Land Cover Classification Using Heterogeneous Images.
IEEE Geosci. Remote. Sens. Lett., 2022

Adaptive Local Structure Consistency-Based Heterogeneous Remote Sensing Change Detection.
IEEE Geosci. Remote. Sens. Lett., 2022

SAR Target Recognition Based on Task-Driven Domain Adaptation Using Simulated Data.
IEEE Geosci. Remote. Sens. Lett., 2022

Target Region Segmentation in SAR Vehicle Chip Image With ACM Net.
IEEE Geosci. Remote. Sens. Lett., 2022

Pixel-Level and Feature-Level Domain Adaptation for Heterogeneous SAR Target Recognition.
IEEE Geosci. Remote. Sens. Lett., 2022

Selecting pseudo supervision for unsupervised domain adaptive SAR target classification.
EURASIP J. Adv. Signal Process., 2022

Graph Signal Processing for Heterogeneous Change Detection Part II: Spectral Domain Analysis.
CoRR, 2022

Graph Signal Processing for Heterogeneous Change Detection Part I: Vertex Domain Filtering.
CoRR, 2022

Deep Learning for Visual Speech Analysis: A Survey.
CoRR, 2022

Ship Detection in Range-Compressed SAR Data.
Proceedings of the IEEE International Geoscience and Remote Sensing Symposium, 2022

ASC-Parts Model Guided Multi-Level Fusion Network for SAR Target Classification.
Proceedings of the IEEE International Geoscience and Remote Sensing Symposium, 2022

2021
Iterative Robust Graph for Unsupervised Change Detection of Heterogeneous Remote Sensing Images.
IEEE Trans. Image Process., 2021

Joint Clustering and Discriminative Feature Alignment for Unsupervised Domain Adaptation.
IEEE Trans. Image Process., 2021

Patch Similarity Graph Matrix-Based Unsupervised Remote Sensing Change Detection With Homogeneous and Heterogeneous Sensors.
IEEE Trans. Geosci. Remote. Sens., 2021

SAR Image Speckle Reduction Based on Nonconvex Hybrid Total Variation Model.
IEEE Trans. Geosci. Remote. Sens., 2021

Collaborative Attention-Based Heterogeneous Gated Fusion Network for Land Cover Classification.
IEEE Trans. Geosci. Remote. Sens., 2021

Radio Frequency Interference Detection and Localization in Sentinel-1 Images.
IEEE Trans. Geosci. Remote. Sens., 2021

Learning Higher Quality Rotation Invariance Features for Multioriented Object Detection in Remote Sensing Images.
IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens., 2021

An Anchor-Free Detection Method for Ship Targets in High-Resolution SAR Images.
IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens., 2021

Scattering Feature-Driven Superpixel Segmentation for Polarimetric SAR Images.
IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens., 2021

Light-YOLOv4: An Edge-Device Oriented Target Detection Method for Remote Sensing Images.
IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens., 2021

SAR Target Classification Based on Integration of ASC Parts Model and Deep Learning Algorithm.
IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens., 2021

Adversarial Self-Supervised Learning for Robust SAR Target Recognition.
Remote. Sens., 2021

BiFA-YOLO: A Novel YOLO-Based Method for Arbitrary-Oriented Ship Detection in High-Resolution SAR Images.
Remote. Sens., 2021

An Attention-Guided Multilayer Feature Aggregation Network for Remote Sensing Image Scene Classification.
Remote. Sens., 2021

Deep ladder reconstruction-classification network for unsupervised domain adaptation.
Pattern Recognit. Lett., 2021

Nonlocal patch similarity based heterogeneous remote sensing change detection.
Pattern Recognit., 2021

Pyramid Attention Dilated Network for Aircraft Detection in SAR Images.
IEEE Geosci. Remote. Sens. Lett., 2021

Informative Class-Conditioned Feature Alignment for Unsupervised Domain Adaptation.
Proceedings of the MM '21: ACM Multimedia Conference, Virtual Event, China, October 20, 2021

Ship Detection and Recognition in Optical Remote Sensing Images Based on Scale Enhancement Rotating Cascade R-CNN Networks.
Proceedings of the IEEE International Geoscience and Remote Sensing Symposium, 2021

Robust Remote Sensing Scene Classification by Adversarial Self-Supervised Learning.
Proceedings of the IEEE International Geoscience and Remote Sensing Symposium, 2021

Adversarial Robustness Evaluation of Deep Convolutional Neural Network Based SAR ATR Algorithm.
Proceedings of the IEEE International Geoscience and Remote Sensing Symposium, 2021

Multi-Modal Fusion Architecture Search for Land Cover Classification Using Heterogeneous Remote Sensing Images.
Proceedings of the IEEE International Geoscience and Remote Sensing Symposium, 2021

Transferable Discriminative Feature Mining For Unsupervised Domain Adaptation.
Proceedings of the 2021 IEEE International Conference on Image Processing, 2021

SAR Target Recognition Based on Model Transfer and Hinge Loss with Limited Data.
Proceedings of the Artificial Intelligence - First CAAI International Conference, 2021

2020
Attention Receptive Pyramid Network for Ship Detection in SAR Images.
IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens., 2020

A Class Imbalance Loss for Imbalanced Object Recognition.
IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens., 2020

SAR Image Change Detection Based on Nonlocal Low-Rank Model and Two-Level Clustering.
IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens., 2020

Multimodal Bilinear Fusion Network With Second-Order Attention-Based Channel Selection for Land Cover Classification.
IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens., 2020

Sparse optimization problem with <i>s</i>-difference regularization.
Signal Process., 2020

Edge Detection for PolSAR Images Integrating Scattering Characteristics and Optimal Contrast.
IEEE Geosci. Remote. Sens. Lett., 2020

A SAR Image Despeckling Method Using Multi-Scale Nonlocal Low-Rank Model.
IEEE Geosci. Remote. Sens. Lett., 2020

A robust recovery algorithm with smoothing strategies.
Neurocomputing, 2020

Ship Target Signature Indication based on Complex Signal Kurtosis in SAR Images.
Proceedings of the IEEE International Geoscience and Remote Sensing Symposium, 2020

2019
SAR Image Despeckling Based on Nonlocal Low-Rank Regularization.
IEEE Trans. Geosci. Remote. Sens., 2019

Covariance of Textural Features: A New Feature Descriptor for SAR Image Classification.
IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens., 2019

SAR Target Recognition via Joint Sparse and Dense Representation of Monogenic Signal.
Remote. Sens., 2019

Scattering Characterization of Obliquely Oriented Buildings from PolSAR Data Using Eigenvalue-Related Model.
Remote. Sens., 2019

Target recognition in SAR images via sparse representation in the frequency domain.
Pattern Recognit., 2019

Squeeze and Excitation Rank Faster R-CNN for Ship Detection in SAR Images.
IEEE Geosci. Remote. Sens. Lett., 2019

Sparse Optimization Problem with s-difference Regularization.
CoRR, 2019

2018
Matrix Completion for Downward-Looking 3-D SAR Imaging With a Random Sparse Linear Array.
IEEE Trans. Geosci. Remote. Sens., 2018

Derivation of the Orientation Parameters in Built-Up Areas: With Application to Model-Based Decomposition.
IEEE Trans. Geosci. Remote. Sens., 2018

Spatial-Spectral Total Variation Regularized Low-Rank Tensor Decomposition for Hyperspectral Image Denoising.
IEEE Trans. Geosci. Remote. Sens., 2018

Eigenvalue-Based Urban Area Extraction Using Polarimetric SAR Data.
IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens., 2018

Sparsity and Low-Rank Dictionary Learning for Sparse Representation of Monogenic Signal.
IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens., 2018

Ship Segmentation in SAR Images by Improved Nonlocal Active Contour Model.
Sensors, 2018

SAR Target Recognition via Local Sparse Representation of Multi-Manifold Regularized Low-Rank Approximation.
Remote. Sens., 2018

SAR Image Classification by Exploiting Adaptive Contextual Information and Composite Kernels.
IEEE Geosci. Remote. Sens. Lett., 2018

Living Face Verification via Multi-CNNs.
Int. J. Comput. Intell. Syst., 2018

Locality-Constrained and Class-Specific Sparse Representation for Sar Target Recognition.
Proceedings of the 2018 IEEE International Geoscience and Remote Sensing Symposium, 2018

Relaxation of the Overestimation of Volume Scattering Using Refined Conditions and Models.
Proceedings of the 2018 International Conference on Computer, 2018

2017
Classification via Sparse Representation of Steerable Wavelet Frames on Grassmann Manifold: Application to Target Recognition in SAR Image.
IEEE Trans. Image Process., 2017

Hyperspectral Image Restoration Using Low-Rank Tensor Recovery.
IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens., 2017

A Hierarchical Extension of General Four-Component Scattering Power Decomposition.
Remote. Sens., 2017

Refined aircraft segmentation in SAR images using shape prior.
Proceedings of the 2017 IEEE International Conference on Signal Processing, 2017

Principal component reconstruction: With application to target recognition in SAR image.
Proceedings of the 2017 IEEE International Conference on Signal Processing, 2017

A compressed sensing based method for SAR GMTI.
Proceedings of the 4th International Conference on Systems and Informatics, 2017

A block-sparse reconstruction method for SAR GMTI.
Proceedings of the 4th International Conference on Systems and Informatics, 2017

Micro-Doppler parameter estimation based on improved time-frequency analysis.
Proceedings of the 10th International Congress on Image and Signal Processing, 2017

2016
Superresolution Downward-Looking Linear Array Three-Dimensional SAR Imaging Based on Two-Dimensional Compressive Sensing.
IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens., 2016

SAR Target Recognition Via Sparse Representation of Monogenic Signal on Grassmann Manifolds.
IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens., 2016

Adaptive and Fast Prescreening for SAR ATR via Change Detection Technique.
IEEE Geosci. Remote. Sens. Lett., 2016

A Soft Decision Rule for Sparse Signal Modeling via Dempster-Shafer Evidential Reasoning.
IEEE Geosci. Remote. Sens. Lett., 2016

Affine invariant shape projection distribution for shape matching using relaxation labelling.
IET Comput. Vis., 2016

A geometric parameter extraction method of ship target based on an improved snake model.
Proceedings of the 2016 IEEE International Geoscience and Remote Sensing Symposium, 2016

Registration for SAR and optical images based on straight line features and mutual information.
Proceedings of the 2016 IEEE International Geoscience and Remote Sensing Symposium, 2016

2015
Classification on the Monogenic Scale Space: Application to Target Recognition in SAR Image.
IEEE Trans. Image Process., 2015

Fusing Sorted Random Projections for Robust Texture and Material Classification.
IEEE Trans. Circuits Syst. Video Technol., 2015

SAR Target Recognition via Joint Sparse Representation of Monogenic Signal.
IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens., 2015

Imaging of Downward-Looking Linear Array Three-Dimensional SAR Based on FFT-MUSIC.
IEEE Geosci. Remote. Sens. Lett., 2015

Truncated SVD-Based Compressive Sensing for Downward-Looking Three-Dimensional SAR Imaging With Uniform/Nonuniform Linear Array.
IEEE Geosci. Remote. Sens. Lett., 2015

Target Recognition via Information Aggregation Through Dempster-Shafer's Evidence Theory.
IEEE Geosci. Remote. Sens. Lett., 2015

Target Recognition in SAR Images via Classification on Riemannian Manifolds.
IEEE Geosci. Remote. Sens. Lett., 2015

Analytic estimation performance bounds of downward-looking linear array 3-D SAR imaging based on compressive sensing.
Proceedings of the 2015 IEEE International Geoscience and Remote Sensing Symposium, 2015

2014
Sparse Representation of Monogenic Signal: With Application to Target Recognition in SAR Images.
IEEE Signal Process. Lett., 2014

Contour matching using the affine-invariant support point set.
IET Comput. Vis., 2014

Imaging of downward-looking linear array SAR using three-dimensional spatial smoothing MUSIC algorithm.
Proceedings of the SAR Image Analysis, 2014

Parameter estimation for SAR moving target detection using Fractional Fourier Transform.
Proceedings of the 2014 IEEE Geoscience and Remote Sensing Symposium, 2014

Detecting floods accurately in SAR images without the interference of the reference image.
Proceedings of the 2014 IEEE Geoscience and Remote Sensing Symposium, 2014

SAR Azimuth ambiguities removal for ship detection using time-frequency techniques.
Proceedings of the 2014 IEEE Geoscience and Remote Sensing Symposium, 2014

Nonnegative and local linear regression for classification in SAR imagery.
Proceedings of the 2014 IEEE Geoscience and Remote Sensing Symposium, 2014

Joint sparse representation of monogenic components: With application to automatic target recognition in SAR imagery.
Proceedings of the 2014 IEEE Geoscience and Remote Sensing Symposium, 2014

2013
Unsupervised Land Cover/Land Use Classification Using PolSAR Imagery Based on Scattering Similarity.
IEEE Trans. Geosci. Remote. Sens., 2013

Ship Discrimination Using Polarimetric SAR Data and Coherent Time-Frequency Analysis.
Remote. Sens., 2013

Building detection from urban SAR image using building characteristics and contextual information.
EURASIP J. Adv. Signal Process., 2013

A new method of micro-motion parameters estimation based on cyclic autocorrelation function.
Sci. China Inf. Sci., 2013

Multi-dimensional coherent Time-Frequency analysis for ship detection in polsar imagery.
Proceedings of the 2013 IEEE International Geoscience and Remote Sensing Symposium, 2013

Target Detection of Non-stationary Radar Signal and Riemannian Geometry.
Proceedings of the Geometric Science of Information - First International Conference, 2013

2012
Estimation of the Repeat-Pass ALOS PALSAR Interferometric Baseline Through Direct Least-Square Ellipse Fitting.
IEEE Trans. Geosci. Remote. Sens., 2012

Sorted random projections for robust rotation-invariant texture classification.
Pattern Recognit., 2012

A Threshold Selection Method Using Two SAR Change Detection Measures Based on the Markov Random Field Model.
IEEE Geosci. Remote. Sens. Lett., 2012

Polarimetric SAR Target Detection Using the Reflection Symmetry.
IEEE Geosci. Remote. Sens. Lett., 2012

Extended local binary patterns for texture classification.
Image Vis. Comput., 2012

An affine invariant relative attitude relationship descriptor for shape matching based on ratio histograms.
EURASIP J. Adv. Signal Process., 2012

A method of acquiring tie points based on closed regions in SAR images.
Proceedings of the 2012 IEEE International Geoscience and Remote Sensing Symposium, 2012

Polarimetric SAR target detection based on polarization synthesis.
Proceedings of the 2012 IEEE International Geoscience and Remote Sensing Symposium, 2012

2011
Combining sorted random features for texture classification.
Proceedings of the 18th IEEE International Conference on Image Processing, 2011

Sorted Random Projections for robust texture classification.
Proceedings of the IEEE International Conference on Computer Vision, 2011

Generalized Local Binary Patterns for Texture Classification.
Proceedings of the British Machine Vision Conference, 2011

2010
Polarimetric Scattering Similarity Between a Random Scatterer and a Canonical Scatterer.
IEEE Geosci. Remote. Sens. Lett., 2010

Compressed Sensing for Robust Texture Classification.
Proceedings of the Computer Vision - ACCV 2010, 2010

2009
An Adaptive and Fast CFAR Algorithm Based on Automatic Censoring for Target Detection in High-Resolution SAR Images.
IEEE Trans. Geosci. Remote. Sens., 2009

An Optimization Procedure of the Lagrange Multiplier Method for Polarimetric Power Optimization.
IEEE Geosci. Remote. Sens. Lett., 2009

2008
An Approach on Analyzing Histogram and Selecting Threshold.
Proceedings of the International Conference on Computer Science and Software Engineering, 2008

2007
Fast detecting and locating groups of targets in high-resolution SAR images.
Pattern Recognit., 2007

2005
Road extraction from high-resolution SAR imagery using Hough transform.
Proceedings of the IEEE International Geoscience & Remote Sensing Symposium, 2005

Simulation of SAR image of ship.
Proceedings of the IEEE International Geoscience & Remote Sensing Symposium, 2005


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