List of works - Xian Sun

2023 IEEE GRSS Data Fusion Contest: Large-Scale Fine-Grained Building Classification for Semantic Urban Reconstruction [Technical Committees]

scientific article published in March 2023

A Dual Spatial-Graph Refinement Network for Building Extraction From Aerial Images

scientific article published in 2023

A Lightweight Multi-Scale Crossmodal Text-Image Retrieval Method in Remote Sensing

scientific article published in 2022

A Parameter-Free Enhanced SS&E Algorithm Based on Deep Learning for Suppressing Azimuth Ambiguities

scientific article published in 2023

AIR-PolSAR-Seg: A Large-Scale Data Set for Terrain Segmentation in Complex-Scene PolSAR Images

scientific article published in 2022

AOPDet: Automatic Organized Points Detector for Precisely Localizing Objects in Aerial Imagery

scientific article published in 2022

ASSD: Feature Aligned Single-Shot Detection for Multiscale Objects in Aerial Imagery

scientific article published in 2022

Abstractive Summarization for Video: A Revisit in Multistage Fusion Network With Forget Gate

scientific article published in 2023

Adaptive Knowledge Distillation for Lightweight Remote Sensing Object Detectors Optimizing

scientific article published in 2022

An Instance-Based Multitask Graph Network for Complex Facility Recognition in Remote Sensing Imagery

scientific article published in 2022

Associatively Segmenting Semantics and Estimating Height From Monocular Remote-Sensing Imagery

scientific article published in 2022

Bridging the Gap Between Cumbersome and Light Detectors via Layer-Calibration and Task-Disentangle Distillation in Remote Sensing Imagery

scientific article published in 2023

CODet: Component Object Detector Extracting Structural Features Based on Target Characteristics

scientific article published in 2023

CSF-Net: Color Spectrum Fusion Network for Semantic Labeling of Airborne Laser Scanning Point Cloud

scientific article published in 2022

Category Correlation and Adaptive Knowledge Distillation for Compact Cloud Detection in Remote Sensing Images

scientific article published in 2022

Class-Incremental Learning Network for Small Objects Enhancing of Semantic Segmentation in Aerial Imagery

scientific article published in 2022

Continual Learning With Structured Inheritance for Semantic Segmentation in Aerial Imagery

scientific article published in 2022

DABNet: Deformable Contextual and Boundary-Weighted Network for Cloud Detection in Remote Sensing Images

scientific article published in 2022

DCM: A Distributed Collaborative Training Method for the Remote Sensing Image Classification

scientific article published in 2023

DCNNet: A Distributed Convolutional Neural Network for Remote Sensing Image Classification

scientific article published in 2023

DENet: Double-Encoder Network With Feature Refinement and Region Adaption for Terrain Segmentation in PolSAR Images

scientific article published in 2022

DMML-Net: Deep Metametric Learning for Few-Shot Geographic Object Segmentation in Remote Sensing Imagery

scientific article published in 2022

DPFF-Net: Dual-Polarization Image Feature Fusion Network for SAR Ship Detection

scientific article published in 2023

Deep Learning-Based Building Footprint Extraction With Missing Annotations

scientific article published in 2022

DisOptNet: Distilling Semantic Knowledge From Optical Images for Weather-Independent Building Segmentation

scientific article published in 2022

DualDA-Net: Dual-Head Rectification for Cross-Domain Object Detection of Remote Sensing

scientific article published in 2023

Dynamic Interactive Learning for Lightweight Detectors in Remote Sensing Imagery

scientific article published in 2022

Efficient and Controllable Remote Sensing Fake Sample Generation Based on Diffusion Model

scientific article published in 2023

Elevation Estimation-Driven Building 3-D Reconstruction From Single-View Remote Sensing Imagery

scientific article published in 2023

Entity-Oriented Multi-Modal Alignment and Fusion Network for Fake News Detection

scientific article published in 2022

Exploring a Fine-Grained Multiscale Method for Cross-Modal Remote Sensing Image Retrieval

scientific article published in 2022

FADA: Feature Aligned Domain Adaptive Object Detection in Remote Sensing Imagery

scientific article published in 2022

FS-DCL: Distributed Collaborative Learning for Few-Shot Remote Sensing Image Classification

scientific article published in 2023

Few-Shot Object Detection in Aerial Imagery Guided by Text-Modal Knowledge

scientific article published in 2023

Few-Shot SAR Target Classification via Metalearning

scientific article published in 2022

Few-shot incremental learning with continual prototype calibration for remote sensing image fine-grained classification

scientific article published in February 2023

From Plane to Hierarchy: Deformable Transformer for Remote Sensing Image Captioning

scientific article published in 2023

Fully-weighted HGNN: Learning efficient non-local relations with hypergraph in aerial imagery

scientific article published in September 2022

GAL: Graph-Induced Adaptive Learning for Weakly Supervised 3D Object Detection

scientific article published in September 2023

Global Visual Feature and Linguistic State Guided Attention for Remote Sensing Image Captioning

scientific article published in 2022

Height aware understanding of remote sensing images based on cross-task interaction

scientific article published in January 2023

Historical Information-Guided Class-Incremental Semantic Segmentation in Remote Sensing Images

scientific article published in 2022

Hybrid Multiple Attention Network for Semantic Segmentation in Aerial Images

scientific article published in 2022

Hypergraph-Enhanced Textual-Visual Matching Network for Cross-Modal Remote Sensing Image Retrieval via Dynamic Hypergraph Learning

scientific article published in 2023

Hypersphere-Based Remote Sensing Cross-Modal Text–Image Retrieval via Curriculum Learning

scientific article published in 2023

Implicit Event Argument Extraction With Argument-Argument Relational Knowledge

scientific article published in September 2023

Improving Semantic Segmentation in Aerial Imagery via Graph Reasoning and Disentangled Learning

scientific article published in 2022

Incremental Learning With Open-Set Recognition for Remote Sensing Image Scene Classification

scientific article published in 2022

Invariant Structure Representation for Remote Sensing Object Detection Based on Graph Modeling

scientific article published in 2022

Inverse-GMM: A Latency Distribution Shaping Method for Industrial Cooperative Deep Learning Systems

scientific article published in March 2023

LIL: Lightweight Incremental Learning Approach Through Feature Transfer for Remote Sensing Image Scene Classification

scientific article published on 13 August 2021

Label Propagation and Contrastive Regularization for Semisupervised Semantic Segmentation of Remote Sensing Images

scientific article published in 2023

Learning Efficient and Accurate Detectors With Dynamic Knowledge Distillation in Remote Sensing Imagery

scientific article published on 23 November 2021

Learning to Evaluate Performance of Multimodal Semantic Localization

scientific article published in 2022

Lightweight Tensor Attention-Driven ConvLSTM Neural Network for Hyperspectral Image Classification

scientific article published in April 2021

M 2 DCapsN: Multimodal, Multichannel, and Dual-Step Capsule Network for Natural Language Moment Localization

scientific article published in 2023

MiCro: Modeling Cross-Image Semantic Relationship Dependencies for Class-Incremental Semantic Segmentation in Remote Sensing Images

scientific article published in 2023

Mimicking the Brain’s Cognition of Sarcasm From Multidisciplines for Twitter Sarcasm Detection

scientific article published in January 2023

Modeling High-Order Relationships: Brain-Inspired Hypergraph-Induced Multimodal-Multitask Framework for Semantic Comprehension

scientific article published in 2023

Multi-Object Tracking in Satellite Videos With Graph-Based Multitask Modeling

scientific article published in 2022

Multimodal Remote Sensing Image Segmentation With Intuition-Inspired Hypergraph Modeling

scientific article published in 2023

Multiscale Multiinteraction Network for Remote Sensing Image Captioning

scientific article published in 2022

Mutual-Feed Learning for Super-Resolution and Object Detection in Degraded Aerial Imagery

scientific article published in 2022

Not Just Learning From Others but Relying on Yourself: A New Perspective on Few-Shot Segmentation in Remote Sensing

scientific article published in 2023

Optimal Partition Assignment for Universal Object Detection

scientific article published in 2023

Oriented Ship Detection Based on Strong Scattering Points Network in Large-Scale SAR Images

scientific article published in 2022

PW-MFL: Promoting Semantic Segmentation in Resolution-Degraded Aerial Images via Pixel-Wise Mutual-Feed Learning

scientific article published in 2023

Point-Based Estimator for Arbitrary-Oriented Object Detection in Aerial Images

scientific article published in May 2021

Pseudo-Siamese Capsule Network for Aerial Remote Sensing Images Change Detection

scientific article published in 2022

RETRACTED: Transformer-induced graph reasoning for multimodal semantic segmentation in remote sensing

scientific article published in November 2022

RFA-Net: Reconstructed Feature Alignment Network for Domain Adaptation Object Detection in Remote Sensing Imagery

scientific article published in 2022

Random Topology and Random Multiscale Mapping: An Automated Design of Multiscale and Lightweight Neural Network for Remote-Sensing Image Recognition

scientific article published in 2022

Range Sidelobe Suppression Approach for SAR Images Using Chaotic FM Signals

scientific article published in 2022

Recent Advances in Intelligent Processing of Satellite Video: Challenges, Methods, and Applications

scientific article published in 2023

Remote Sensing Cross-Modal Text-Image Retrieval Based on Global and Local Information

scientific article published in 2022

Retraction notice to “Transformer-induced graph reasoning for multimodal semantic segmentation in remote sensing” [ISPRS J. Photogramm. Remote Sens. 193 (2022) 90-103]

retraction notice

Revealing influencing factors on global waste distribution via deep-learning based dumpsite detection from satellite imagery

scientific article published on 15 March 2023

RingMo-SAM:A Foundation Model for Segment Anything in Multimodal Remote Sensing Images

scientific article published in 2023

RingMo: A Remote Sensing Foundation Model With Masked Image Modeling

scientific article published in 2023

Rotation-Invariant Deep Embedding for Remote Sensing Images

scientific article published in 2022

S2CGNet: A Robust Aircraft Detector Based on the Sword-Shaped Component Geometry

scientific article published in 2023

SCAN: Scattering Characteristics Analysis Network for Few-Shot Aircraft Classification in High-Resolution SAR Images

scientific article published in 2022

SFR-Net: Scattering Feature Relation Network for Aircraft Detection in Complex SAR Images

scientific article published in 2022

SIL-LAND: Segmentation Incremental Learning in Aerial Imagery via LAbel Number Distribution Consistency

scientific article published in 2022

SPAN: Strong Scattering Point Aware Network for Ship Detection and Classification in Large-Scale SAR Imagery

scientific article published in 2022

SRAF-Net: Shape Robust Anchor-Free Network for Garbage Dumps in Remote Sensing Imagery

scientific article published in July 2021

ST-Net: Scattering Topology Network for Aircraft Classification in High-Resolution SAR Images

scientific article published in 2023

SemiPSCN: Polarization Semantic Constraint Network for Semi-supervised Segmentation in Large-scale and Complex-valued PolSAR Images

scientific article published in 2023

Semisupervised Cross Domain Teacher–Student Mutual Training for Damaged Building Detection

scientific article published in 2023

SiamTHN: Siamese Target Highlight Network for Visual Tracking

scientific article published in 2023

Statistical Sample Selection and Multivariate Knowledge Mining for Lightweight Detectors in Remote Sensing Imagery

scientific article published in 2022

TDNet: A Novel Transductive Learning Framework With Conditional Metric Embedding for Few-Shot Remote Sensing Image Scene Classification

scientific article published in 2023

TS-SHES: Terrain Segmentation in Complex-Valued PolSAR Images Via Scattering Harmonization and Explicit Supervision

scientific article published in 2022

Terrain Segmentation in Polarimetric SAR Images Using Dual-Attention Fusion Network

scientific article published in 2022

Text-Image Matching for Cross-Modal Remote Sensing Image Retrieval via Graph Neural Network

scientific article published in 2023

Urban Building Classification (UBC) V2—A Benchmark for Global Building Detection and Fine-Grained Classification From Satellite Imagery

scientific article published in 2023

Weakly Supervised Semantic Segmentation in Aerial Imagery via Explicit Pixel-Level Constraints

scientific article published in 2022

List of works by Xian Sun

2023 IEEE GRSS Data Fusion Contest: Large-Scale Fine-Grained Building Classification for Semantic Urban Reconstruction [Technical Committees]

A Dual Spatial-Graph Refinement Network for Building Extraction From Aerial Images

A Lightweight Multi-Scale Crossmodal Text-Image Retrieval Method in Remote Sensing

A Parameter-Free Enhanced SS&E Algorithm Based on Deep Learning for Suppressing Azimuth Ambiguities

AIR-PolSAR-Seg: A Large-Scale Data Set for Terrain Segmentation in Complex-Scene PolSAR Images

AOPDet: Automatic Organized Points Detector for Precisely Localizing Objects in Aerial Imagery

ASSD: Feature Aligned Single-Shot Detection for Multiscale Objects in Aerial Imagery

Abstractive Summarization for Video: A Revisit in Multistage Fusion Network With Forget Gate

Adaptive Knowledge Distillation for Lightweight Remote Sensing Object Detectors Optimizing

An Instance-Based Multitask Graph Network for Complex Facility Recognition in Remote Sensing Imagery

Associatively Segmenting Semantics and Estimating Height From Monocular Remote-Sensing Imagery

Bridging the Gap Between Cumbersome and Light Detectors via Layer-Calibration and Task-Disentangle Distillation in Remote Sensing Imagery

CODet: Component Object Detector Extracting Structural Features Based on Target Characteristics

CSF-Net: Color Spectrum Fusion Network for Semantic Labeling of Airborne Laser Scanning Point Cloud

Category Correlation and Adaptive Knowledge Distillation for Compact Cloud Detection in Remote Sensing Images

Class-Incremental Learning Network for Small Objects Enhancing of Semantic Segmentation in Aerial Imagery

Continual Learning With Structured Inheritance for Semantic Segmentation in Aerial Imagery

DABNet: Deformable Contextual and Boundary-Weighted Network for Cloud Detection in Remote Sensing Images

DCM: A Distributed Collaborative Training Method for the Remote Sensing Image Classification

DCNNet: A Distributed Convolutional Neural Network for Remote Sensing Image Classification

DENet: Double-Encoder Network With Feature Refinement and Region Adaption for Terrain Segmentation in PolSAR Images

DMML-Net: Deep Metametric Learning for Few-Shot Geographic Object Segmentation in Remote Sensing Imagery

DPFF-Net: Dual-Polarization Image Feature Fusion Network for SAR Ship Detection

Deep Learning-Based Building Footprint Extraction With Missing Annotations

DisOptNet: Distilling Semantic Knowledge From Optical Images for Weather-Independent Building Segmentation

DualDA-Net: Dual-Head Rectification for Cross-Domain Object Detection of Remote Sensing

Dynamic Interactive Learning for Lightweight Detectors in Remote Sensing Imagery

Efficient and Controllable Remote Sensing Fake Sample Generation Based on Diffusion Model

Elevation Estimation-Driven Building 3-D Reconstruction From Single-View Remote Sensing Imagery

Entity-Oriented Multi-Modal Alignment and Fusion Network for Fake News Detection

Exploring a Fine-Grained Multiscale Method for Cross-Modal Remote Sensing Image Retrieval

FADA: Feature Aligned Domain Adaptive Object Detection in Remote Sensing Imagery

FS-DCL: Distributed Collaborative Learning for Few-Shot Remote Sensing Image Classification

Few-Shot Object Detection in Aerial Imagery Guided by Text-Modal Knowledge

Few-Shot SAR Target Classification via Metalearning

Few-shot incremental learning with continual prototype calibration for remote sensing image fine-grained classification

From Plane to Hierarchy: Deformable Transformer for Remote Sensing Image Captioning

Fully-weighted HGNN: Learning efficient non-local relations with hypergraph in aerial imagery

GAL: Graph-Induced Adaptive Learning for Weakly Supervised 3D Object Detection

Global Visual Feature and Linguistic State Guided Attention for Remote Sensing Image Captioning

Height aware understanding of remote sensing images based on cross-task interaction

Historical Information-Guided Class-Incremental Semantic Segmentation in Remote Sensing Images

Hybrid Multiple Attention Network for Semantic Segmentation in Aerial Images

Hypergraph-Enhanced Textual-Visual Matching Network for Cross-Modal Remote Sensing Image Retrieval via Dynamic Hypergraph Learning

Hypersphere-Based Remote Sensing Cross-Modal Text–Image Retrieval via Curriculum Learning

Implicit Event Argument Extraction With Argument-Argument Relational Knowledge

Improving Semantic Segmentation in Aerial Imagery via Graph Reasoning and Disentangled Learning

Incremental Learning With Open-Set Recognition for Remote Sensing Image Scene Classification

Invariant Structure Representation for Remote Sensing Object Detection Based on Graph Modeling

Inverse-GMM: A Latency Distribution Shaping Method for Industrial Cooperative Deep Learning Systems

LIL: Lightweight Incremental Learning Approach Through Feature Transfer for Remote Sensing Image Scene Classification

Label Propagation and Contrastive Regularization for Semisupervised Semantic Segmentation of Remote Sensing Images

Learning Efficient and Accurate Detectors With Dynamic Knowledge Distillation in Remote Sensing Imagery

Learning to Evaluate Performance of Multimodal Semantic Localization

Lightweight Tensor Attention-Driven ConvLSTM Neural Network for Hyperspectral Image Classification

M 2 DCapsN: Multimodal, Multichannel, and Dual-Step Capsule Network for Natural Language Moment Localization

MiCro: Modeling Cross-Image Semantic Relationship Dependencies for Class-Incremental Semantic Segmentation in Remote Sensing Images

Mimicking the Brain’s Cognition of Sarcasm From Multidisciplines for Twitter Sarcasm Detection

Modeling High-Order Relationships: Brain-Inspired Hypergraph-Induced Multimodal-Multitask Framework for Semantic Comprehension

Multi-Object Tracking in Satellite Videos With Graph-Based Multitask Modeling

Multimodal Remote Sensing Image Segmentation With Intuition-Inspired Hypergraph Modeling

Multiscale Multiinteraction Network for Remote Sensing Image Captioning

Mutual-Feed Learning for Super-Resolution and Object Detection in Degraded Aerial Imagery

Not Just Learning From Others but Relying on Yourself: A New Perspective on Few-Shot Segmentation in Remote Sensing

Optimal Partition Assignment for Universal Object Detection

Oriented Ship Detection Based on Strong Scattering Points Network in Large-Scale SAR Images

PW-MFL: Promoting Semantic Segmentation in Resolution-Degraded Aerial Images via Pixel-Wise Mutual-Feed Learning

Point-Based Estimator for Arbitrary-Oriented Object Detection in Aerial Images

Pseudo-Siamese Capsule Network for Aerial Remote Sensing Images Change Detection

RETRACTED: Transformer-induced graph reasoning for multimodal semantic segmentation in remote sensing

RFA-Net: Reconstructed Feature Alignment Network for Domain Adaptation Object Detection in Remote Sensing Imagery

Random Topology and Random Multiscale Mapping: An Automated Design of Multiscale and Lightweight Neural Network for Remote-Sensing Image Recognition

Range Sidelobe Suppression Approach for SAR Images Using Chaotic FM Signals

Recent Advances in Intelligent Processing of Satellite Video: Challenges, Methods, and Applications

Remote Sensing Cross-Modal Text-Image Retrieval Based on Global and Local Information

Retraction notice to “Transformer-induced graph reasoning for multimodal semantic segmentation in remote sensing” [ISPRS J. Photogramm. Remote Sens. 193 (2022) 90-103]

Revealing influencing factors on global waste distribution via deep-learning based dumpsite detection from satellite imagery

RingMo-SAM:A Foundation Model for Segment Anything in Multimodal Remote Sensing Images

RingMo: A Remote Sensing Foundation Model With Masked Image Modeling