Deliang Xiang

Orcid: 0000-0003-0152-6621

Affiliations:
  • KTH Royal Institute of Technology, Division of Geoinformatics, Stockholm, Sweden
  • National University of Defense Technology, Changsha, China


According to our database1, Deliang Xiang authored at least 81 papers between 2013 and 2024.

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Bibliography

2024
Vehicle Target Recognition in SAR Images with Complex Scenes Based on Mixed Attention Mechanism.
Inf., March, 2024

Two-Stage Registration of SAR Images With Large Distortion Based on Superpixel Segmentation.
IEEE Trans. Geosci. Remote. Sens., 2024

Sidelobe Suppression for High-Resolution SAR Imagery Based on Spectral Reshaping and Feature Statistical Difference.
IEEE Trans. Geosci. Remote. Sens., 2024

PolSAR Image Registration Combining Siamese Multiscale Attention Network and Joint Filter.
IEEE Trans. Geosci. Remote. Sens., 2024

TVPol-Edge: An Edge Detection Method With Time-Varying Polarimetric Characteristics for Crop Field Edge Delineation.
IEEE Trans. Geosci. Remote. Sens., 2024

PolSAR Image Registration Using Orientated Gradients of Polarimetric Features.
IEEE Trans. Geosci. Remote. Sens., 2024

SAR vehicle image generation with integrated deep imaging geometric information.
Int. J. Appl. Earth Obs. Geoinformation, 2024

Feature Alignment and Reconstruction Constraints for Multimodal Sentiment Analysis.
Proceedings of the International Joint Conference on Neural Networks, 2024

2023
Progressive Keypoint Detection With Dense Siamese Network for SAR Image Registration.
IEEE Trans. Aerosp. Electron. Syst., October, 2023

Optical and SAR Image Registration Based on Pseudo-SAR Image Generation Strategy.
Remote. Sens., July, 2023

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

Model-Based Polarimetric Target Decomposition With Power Redistribution for Urban Areas.
IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens., 2023

Unsupervised Ship Detection in SAR Images Using Superpixels and CSPNet.
IEEE Geosci. Remote. Sens. Lett., 2023

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

Optical and SAR Image Registration Based on Feature Decoupling Network.
IEEE Trans. Geosci. Remote. Sens., 2022

Polarimetric Decomposition-Based Unified Manmade Target Scattering Characterization With Mathematical Programming Strategies.
IEEE Trans. Geosci. Remote. Sens., 2022

Fast SAR Image Segmentation With Deep Task-Specific Superpixel Sampling and Soft Graph Convolution.
IEEE Trans. Geosci. Remote. Sens., 2022

Fast Task-Specific Region Merging for SAR Image Segmentation.
IEEE Trans. Geosci. Remote. Sens., 2022

Content-Sensitive Superpixel Generation for SAR Images With Edge Penalty and Contraction-Expansion Search Strategy.
IEEE Trans. Geosci. Remote. Sens., 2022

TSPol-ASLIC: Adaptive Superpixel Generation With Local Iterative Clustering for Time-Series Quad- and Dual-Polarization SAR Data.
IEEE Trans. Geosci. Remote. Sens., 2022

PolSAR Image Classification With Multiscale Superpixel-Based Graph Convolutional Network.
IEEE Trans. Geosci. Remote. Sens., 2022

A Novel Crop Classification Method Based on the Tensor-GCN for Time-Series PolSAR Data.
IEEE Trans. Geosci. Remote. Sens., 2022

Small Vessel Detection Based on Adaptive Dual-Polarimetric Feature Fusion and Sea-Land Segmentation in SAR Images.
IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens., 2022

Adversarial Deception Against SAR Target Recognition Network.
IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens., 2022

Superpixel Generation for SAR Imagery Based on Fast DBSCAN Clustering With Edge Penalty.
IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens., 2022

Pseudo Quad-Pol Simulation From Compact Polarimetric SAR Data via a Complex-Valued Dual-Branch Convolutional Neural Network.
IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens., 2022

Incremental SAR Automatic Target Recognition With Error Correction and High Plasticity.
IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens., 2022

DNN-Based PolSAR Image Classification on Noisy Labels.
IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens., 2022

Fast Superpixel-Based Non-Window CFAR Ship Detector for SAR Imagery.
Remote. Sens., 2022

Built-Up Area Mapping for the Greater Bay Area in China from Spaceborne SAR Data Based on the PSDNet and Spatial Statistical Features.
Remote. Sens., 2022

Distributed Scatterer Processing Based on Binary Partition Trees with Multi-Baseline PolInSAR Data.
Remote. Sens., 2022

Multitask Learning-Based for SAR Image Superpixel Generation.
Remote. Sens., 2022

Inshore Ship Detection in Large-Scale SAR Images Based on Saliency Enhancement and Bhattacharyya-like Distance.
Remote. Sens., 2022

Fast Multiscale Superpixel Segmentation for SAR Imagery.
IEEE Geosci. Remote. Sens. Lett., 2022

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

Large-Difference-Scale Target Detection Using a Revised Bhattacharyya Distance in SAR Images.
IEEE Geosci. Remote. Sens. Lett., 2022

Weakly Supervised Deep Soft Clustering for Flood Identification in SAR Images.
IEEE Geosci. Remote. Sens. Lett., 2022

Fast Superpixel-Based Clustering Algorithm for SAR Image Segmentation.
IEEE Geosci. Remote. Sens. Lett., 2022

2021
Fast Pixel-Superpixel Region Merging for SAR Image Segmentation.
IEEE Trans. Geosci. Remote. Sens., 2021

Polarimetric Decomposition With an Urban Area Descriptor for Compact Polarimetric SAR Data.
IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens., 2021

Automated High-Resolution Earth Observation Image Interpretation: Outcome of the 2020 Gaofen Challenge.
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

Random Region Matting for the High-Resolution PolSAR Image Semantic Segmentation.
IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens., 2021

GPU-Based Parallel Implementation of VLBI Correlator for Deep Space Exploration System.
Remote. Sens., 2021

Dual-Channel Convolutional Neural Network for Bare Surface Soil Moisture Inversion Based on Polarimetric Scattering Models.
Remote. Sens., 2021

PolSAR Image Land Cover Classification Based on Hierarchical Capsule Network.
Remote. Sens., 2021

Online Multiview Deep Forest for Remote Sensing Image Classification via Data Fusion.
IEEE Geosci. Remote. Sens. Lett., 2021

Edge-Aware Superpixel Generation for SAR Imagery With One Iteration Merging.
IEEE Geosci. Remote. Sens. Lett., 2021

SAR Image Edge Detection With Recurrent Guidance Filter.
IEEE Geosci. Remote. Sens. Lett., 2021

2020
PolSAR Ship Detection Using the Joint Polarimetric Information.
IEEE Trans. Geosci. Remote. Sens., 2020

Adaptive Statistical Superpixel Merging With Edge Penalty for PolSAR Image Segmentation.
IEEE Trans. Geosci. Remote. Sens., 2020

Ship Recognition from Chaff Clouds with Sophisticated Polarimetric Decomposition.
Remote. Sens., 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

2019
Adaptive Superpixel Generation for SAR Images With Linear Feature Clustering and Edge Constraint.
IEEE Trans. Geosci. Remote. Sens., 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

Registration of Multimodal Remote Sensing Image Based on Deep Fully Convolutional Neural Network.
IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens., 2019

Superpixel-Based Segmentation of Polarimetric SAR Images through Two-Stage Merging.
Remote. Sens., 2019

GPR Antipersonnel Mine Detection Based on Tensor Robust Principal Analysis.
Remote. Sens., 2019

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

Fast Prescreening for GPR Antipersonnel Mine Detection via Go Decomposition.
IEEE Geosci. Remote. Sens. Lett., 2019

Ship and Sea-Ice Discrimination Using Sub-Spectra Strategy and Single Polarimetric Sar Imagery.
Proceedings of the 2019 IEEE International Geoscience and Remote Sensing Symposium, 2019

Sar Image Despeckling with the Multi-Scale Nonlocal Low-Rank Model.
Proceedings of the 2019 IEEE International Geoscience and Remote Sensing Symposium, 2019

2018
Derivation of the Orientation Parameters in Built-Up Areas: With Application to Model-Based Decomposition.
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

Supervised PolSAR Image Classification with Multiple Features and Locally Linear Embedding.
Sensors, 2018

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

Visual tracking using Siamese convolutional neural network with region proposal and domain specific updating.
Neurocomputing, 2018

2017
Adaptive Superpixel Generation for Polarimetric SAR Images With Local Iterative Clustering and SIRV Model.
IEEE Trans. Geosci. Remote. Sens., 2017

Superpixel Segmentation of Polarimetric SAR Images Based on Integrated Distance Measure and Entropy Rate Method.
IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens., 2017

Saliency Map Generation for SAR Images with Bayes Theory and Heterogeneous Clutter Model.
Remote. Sens., 2017

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

Improving RPCA-Based Clutter Suppression in GPR Detection of Antipersonnel Mines.
IEEE Geosci. Remote. Sens. Lett., 2017

2016
Man-Made Target Detection from Polarimetric SAR Data via Nonstationarity and Asymmetry.
IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens., 2016

Built-up Area Extraction from PolSAR Imagery with Model-Based Decomposition and Polarimetric Coherence.
Remote. Sens., 2016

Edge Detector for Polarimetric SAR Images Using SIRV Model and Gauss-Shaped Filter.
IEEE Geosci. Remote. Sens. Lett., 2016

Integrating Contextual Information With H/̄α Decomposition for PolSAR Data Classification.
IEEE Geosci. Remote. Sens. Lett., 2016

2015
Model-Based Decomposition With Cross Scattering for Polarimetric SAR Urban Areas.
IEEE Geosci. Remote. Sens. Lett., 2015

2014
A Kernel Clustering Algorithm With Fuzzy Factor: Application to SAR Image Segmentation.
IEEE Geosci. Remote. Sens. Lett., 2014

2013
Superpixel Generating Algorithm Based on Pixel Intensity and Location Similarity for SAR Image Classification.
IEEE Geosci. Remote. Sens. Lett., 2013


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