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Viewing Publication 1 - 88 from 88

2024

A Triple-Branch Hybrid Attention Network With Bitemporal Feature Joint Refinement for Remote-Sensing Image Semantic Change DetectionHao Chang, Peijin Wang, Wenhui Diao, Guangluan Xu, Xian Sun. tgrs, 62:1-16, 2024. [doi]

Self-Training-Based Semantic-Balanced Network for Weakly Supervised Object Detection in Remote-Sensing ImagesXuanyi Du, Wenhui Diao, Yingchao Feng, Chunbo Liu, Xian Sun. tgrs, 62:1-12, 2024. [doi]

2023

Not Just Learning From Others but Relying on Yourself: A New Perspective on Few-Shot Segmentation in Remote SensingHanbo Bi, Yingchao Feng, Zhiyuan Yan, Yongqiang Mao, Wenhui Diao, Hongqi Wang, Xian Sun. tgrs, 61:1-21, 2023. [doi]

DPFF-Net: Dual-Polarization Image Feature Fusion Network for SAR Ship DetectionJinyue Chen, Youming Wu, Xin Gao, Wei Dai, Xuan Zeng, Wenhui Diao, Xian Sun. tgrs, 61:1-14, 2023. [doi]

A Self-Supervised Cross-Modal Remote Sensing Foundation Model with Multi-Domain Representation and Cross-Domain FusionYingchao Feng, Peijin Wang, Wenhui Diao, Qibin He, Huiyang Hu, Hanbo Bi, Xian Sun, Kun Fu 0001. igarss 2023: 2239-2242 [doi]

Multimodal Remote Sensing Image Segmentation With Intuition-Inspired Hypergraph ModelingQibin He, Xian Sun, Wenhui Diao, Zhiyuan Yan, Fanglong Yao, Kun Fu 0001. TIP, 32:1474-1487, 2023. [doi]

SPANet: Spatial Adaptive Convolution Based Content-Aware Network for Aerial Image Semantic SegmentationJianlong Hou, Zhi Guo, Yingchao Feng, Youming Wu, Wenhui Diao. staeors, 16:2192-2204, 2023. [doi]

CFTracker: Multi-Object Tracking With Cross-Frame Connections in Satellite VideosLingyu Kong, Zhiyuan Yan, Yidan Zhang, Wenhui Diao, Zining Zhu, Lei Wang 0077. tgrs, 61:1-14, 2023. [doi]

Few-Shot Object Detection in Aerial Imagery Guided by Text-Modal KnowledgeXiaonan Lu, Xian Sun, Wenhui Diao, Yongqiang Mao, Junxi Li, Yidan Zhang, Peijin Wang, Kun Fu 0001. tgrs, 61:1-19, 2023. [doi]

Breaking Immutable: Information-Coupled Prototype Elaboration for Few-Shot Object DetectionXiaonan Lu, Wenhui Diao, Yongqiang Mao, Junxi Li, Peijin Wang, Xian Sun, Kun Fu 0001. AAAI 2023: 1844-1852 [doi]

Elevation Estimation-Driven Building 3-D Reconstruction From Single-View Remote Sensing ImageryYongqiang Mao, Kaiqiang Chen, Liangjin Zhao, Wei Chen, Deke Tang, Wenjie Liu, Zhirui Wang, Wenhui Diao, Xian Sun, Kun Fu 0001. tgrs, 61:1-18, 2023. [doi]

MiCro: Modeling Cross-Image Semantic Relationship Dependencies for Class-Incremental Semantic Segmentation in Remote Sensing ImagesXuee Rong, Peijin Wang, Wenhui Diao, Yiran Yang, Wenxin Yin, Xuan Zeng, Hongqi Wang, Xian Sun. tgrs, 61:1-18, 2023. [doi]

A Parameter-Free Enhanced SS&E Algorithm Based on Deep Learning for Suppressing Azimuth AmbiguitiesYuxi Suo, Kun Fu 0001, Youming Wu, Wenhui Diao, Wei Dai, Xian Sun. tgrs, 61:1-16, 2023. [doi]

Aerospace Technology in Social ApplicationsYirong Wu, Xian Sun, Wenhui Diao, Wenxin Yin, Bin Hu 0001. tcss, 10(6):2895-2905, December 2023. [doi]

MoCG: Modality Characteristics-Guided Semantic Segmentation in Multimodal Remote Sensing ImagesSining Xiao, Peijin Wang, Wenhui Diao, Xuee Rong, Xuexue Li, Kun Fu 0001, Xian Sun. tgrs, 61:1-18, 2023. [doi]

RingMo-SAM: A Foundation Model for Segment Anything in Multimodal Remote-Sensing ImagesZhiyuan Yan, Junxi Li, Xuexue Li, Ruixue Zhou, Wenkai Zhang, Yingchao Feng, Wenhui Diao, Kun Fu 0001, Xian Sun. tgrs, 61:1-16, 2023. [doi]

AIR-PV: a benchmark dataset for photovoltaic panel extraction in optical remote sensing imageryZhiyuan Yan, Peijin Wang, Feng Xu 0001, Xian Sun, Wenhui Diao. chinaf, 66(4), April 2023. [doi]

Optimal Partition Assignment for Universal Object DetectionYiran Yang, Xian Sun, Wenhui Diao, Xuee Rong, Shiyao Yan, Dongshuo Yin, Xinming Li. tmm, 25:7582-7593, 2023. [doi]

Beyond the limitation of monocular 3D detector via knowledge distillationYiran Yang, Dongshuo Yin, Xuee Rong, Xian Sun, Wenhui Diao, Xinming Li. iccv 2023: 9043-9052 [doi]

Label Propagation and Contrastive Regularization for Semisupervised Semantic Segmentation of Remote Sensing ImagesZhujun Yang, Zhiyuan Yan, Wenhui Diao, Qiang Zhang, Yuzhuo Kang, Junxi Li, Xinming Li, Xian Sun. tgrs, 61:1-18, 2023. [doi]

PW-MFL: Promoting Semantic Segmentation in Resolution-Degraded Aerial Images via Pixel-Wise Mutual-Feed LearningJinze Yang, Youming Wu, Wei Dai, Wenhui Diao, Zining Zhu 0003, Xian Sun, Kun Fu 0001. tgrs, 61:1-18, 2023. [doi]

DualDA-Net: Dual-Head Rectification for Cross-Domain Object Detection of Remote SensingYangguang Zhu, Xian Sun, Wenhui Diao, Haoran Wei, Kun Fu 0001. tgrs, 61:1-16, 2023. [doi]

CODet: Component Object Detector Extracting Structural Features Based on Target CharacteristicsZicong Zhu, Xian Sun, Wenhui Diao, Kaiqiang Chen, Qibin He, Guangluan Xu, Kun Fu 0001. tgrs, 61:1-14, 2023. [doi]

2022

Soft Weighted Ordinal Classification for Monocular Height Estimation in Remote Sensing ImageYingchao Feng, Xian Sun, Wenhui Diao, Jihao Li, Tao Xu, Xin Gao, Kun Fu 0001. igarss 2022: 2750-2753 [doi]

Continual Learning With Structured Inheritance for Semantic Segmentation in Aerial ImageryYingchao Feng, Xian Sun, Wenhui Diao, Jihao Li, Xin Gao, Kun Fu. tgrs, 60:1-17, 2022. [doi]

BSNet: Dynamic Hybrid Gradient Convolution Based Boundary-Sensitive Network for Remote Sensing Image SegmentationJianlong Hou, Zhi Guo, Youming Wu, Wenhui Diao, Tao Xu. tgrs, 60:1-22, 2022. [doi]

SIL-LAND: Segmentation Incremental Learning in Aerial Imagery via LAbel Number Distribution ConsistencyJunxi Li, Wenhui Diao, Xiaonan Lu, Peijin Wang, Yidan Zhang, Zhujun Yang, Guangluan Xu, Xian Sun. tgrs, 60:1-20, 2022. [doi]

Class-Incremental Learning Network for Small Objects Enhancing of Semantic Segmentation in Aerial ImageryJunxi Li, Xian Sun, Wenhui Diao, Peijin Wang, Yingchao Feng, Xiaonan Lu, Guangluan Xu. tgrs, 60:1-20, 2022. [doi]

Lifelong CycleGAN for continual multi-task image restorationYuping Li, Xiangli Nie, Wenhui Diao, Suiwu Zheng. prl, 153:183-189, 2022. [doi]

Random Topology and Random Multiscale Mapping: An Automated Design of Multiscale and Lightweight Neural Network for Remote-Sensing Image RecognitionJihao Li, Martin Weinmann, Xian Sun, Wenhui Diao, Yingchao Feng, Kun Fu. tgrs, 60:1-17, 2022. [doi]

CSF-Net: Color Spectrum Fusion Network for Semantic Labeling of Airborne Laser Scanning Point CloudJihao Li, Wenkai Zhang, Wenhui Diao, Yingchao Feng, Xian Sun, Kun Fu. staeors, 15:339-352, 2022. [doi]

LIL: Lightweight Incremental Learning Approach Through Feature Transfer for Remote Sensing Image Scene ClassificationXiaonan Lu, Xian Sun, Wenhui Diao, Yingchao Feng, Peijin Wang, Kun Fu. tgrs, 60:1-20, 2022. [doi]

Improving Semantic Segmentation in Aerial Imagery via Graph Reasoning and Disentangled LearningRuigang Niu, Xian Sun, Yu Tian, Wenhui Diao, Yingchao Feng, Kun Fu. tgrs, 60:1-18, 2022. [doi]

Hybrid Multiple Attention Network for Semantic Segmentation in Aerial ImagesRuigang Niu, Xian Sun, Yu Tian, Wenhui Diao, Kaiqiang Chen, Kun Fu. tgrs, 60:1-18, 2022. [doi]

Historical Information-Guided Class-Incremental Semantic Segmentation in Remote Sensing ImagesXuee Rong, Xian Sun, Wenhui Diao, Peijin Wang, Zhiqiang Yuan, Hongqi Wang. tgrs, 60:1-18, 2022. [doi]

Range Sidelobe Suppression Approach for SAR Images Using Chaotic FM SignalsYouming Wu, Kun Fu 0001, Wenhui Diao, Zhiyuan Yan, Peijin Wang, Xian Sun. tgrs, 60:1-15, 2022. [doi]

ASSD: Feature Aligned Single-Shot Detection for Multiscale Objects in Aerial ImageryTao Xu, Xian Sun, Wenhui Diao, Liangjin Zhao, Kun Fu, Hongqi Wang. tgrs, 60:1-17, 2022. [doi]

FADA: Feature Aligned Domain Adaptive Object Detection in Remote Sensing ImageryTao Xu, Xian Sun, Wenhui Diao, Liangjin Zhao, Kun Fu 0001, Hongqi Wang. tgrs, 60:1-16, 2022. [doi]

Dynamic Interactive Learning for Lightweight Detectors in Remote Sensing ImageryYiran Yang, Wenhui Diao, Xuee Rong, Xinming Li, Xian Sun. tgrs, 60:1-14, 2022. [doi]

Category Correlation and Adaptive Knowledge Distillation for Compact Cloud Detection in Remote Sensing ImagesZhujun Yang, Zhiyuan Yan, Xian Sun, Wenhui Diao, Yiran Yang, Xinming Li. tgrs, 60:1-18, 2022. [doi]

Statistical Sample Selection and Multivariate Knowledge Mining for Lightweight Detectors in Remote Sensing ImageryYiran Yang, Xian Sun, Wenhui Diao, Dongshuo Yin, Zhujun Yang, Xinming Li. tgrs, 60:1-14, 2022. [doi]

Mutual-Feed Learning for Super-Resolution and Object Detection in Degraded Aerial ImageryJinze Yang, Kun Fu 0001, Youming Wu, Wenhui Diao, Wei Dai, Xian Sun. tgrs, 60:1-16, 2022. [doi]

Adaptive Knowledge Distillation for Lightweight Remote Sensing Object Detectors OptimizingYiran Yang, Xian Sun, Wenhui Diao, Hao Li, Youming Wu, Xinming Li, Kun Fu 0001. tgrs, 60:1-15, 2022. [doi]

Learning Efficient and Accurate Detectors With Dynamic Knowledge Distillation in Remote Sensing ImageryYidan Zhang, Zhiyuan Yan, Xian Sun, Wenhui Diao, Kun Fu 0001, Lei Wang 0077. tgrs, 60:1-19, 2022. [doi]

Invariant Structure Representation for Remote Sensing Object Detection Based on Graph ModelingZicong Zhu, Xian Sun, Wenhui Diao, Kaiqiang Chen, Guangluan Xu, Kun Fu 0001. tgrs, 60:1-17, 2022. [doi]

AOPDet: Automatic Organized Points Detector for Precisely Localizing Objects in Aerial ImageryZicong Zhu, Xian Sun, Wenhui Diao, Kaiqiang Chen, Guangluan Xu, Kun Fu. tgrs, 60:1-16, 2022. [doi]

RFA-Net: Reconstructed Feature Alignment Network for Domain Adaptation Object Detection in Remote Sensing ImageryYangguang Zhu, Xian Sun, Wenhui Diao, Hao Li, Kun Fu 0001. staeors, 15:5689-5703, 2022. [doi]

2021

C3Net: Cross-Modal Feature Recalibrated, Cross-Scale Semantic Aggregated and Compact Network for Semantic Segmentation of Multi-Modal High-Resolution Aerial ImagesZhiying Cao, Wenhui Diao, Xian Sun, Xiaode Lyu, Menglong Yan, Kun Fu. remotesensing, 13(3):528, 2021. [doi]

CAMV: Class Activation Mapping Value Towards Open Set Fine-Grained RecognitionWei Dai, Wenhui Diao, Xian Sun, Yue Zhang 0016, Liangjin Zhao, Jun Li, Kun Fu. access, 9:8167-8177, 2021. [doi]

Double Similarity Distillation for Semantic Image SegmentationYingchao Feng, Xian Sun, Wenhui Diao, Jihao Li, Xin Gao. TIP, 30:5363-5376, 2021. [doi]

Fine Building Segmentation in High-Resolution SAR Images Via Selective Pyramid Dilated NetworkHao Jing, Xian Sun, Zhirui Wang, Kaiqiang Chen, Wenhui Diao, Kun Fu. staeors, 14:6608-6623, 2021. [doi]

Boundarymix: Generating pseudo-training images for improving segmentation with scribble annotationsWanxuan Lu, Dong Gong, Kun Fu, Xian Sun, Wenhui Diao, Lingqiao Liu. PR, 117:107924, 2021. [doi]

SRAF-Net: Shape Robust Anchor-Free Network for Garbage Dumps in Remote Sensing ImageryXian Sun, Yingfei Liu, Zhiyuan Yan, Peijin Wang, Wenhui Diao, Kun Fu. tgrs, 59(7):6154-6168, 2021. [doi]

Dynamic Pseudo-Label Generation for Weakly Supervised Object Detection in Remote Sensing ImagesHui Wang, Hao Li, Wanli Qian, Wenhui Diao, Liangjin Zhao, Jinghua Zhang, Daobing Zhang. remotesensing, 13(8):1461, 2021. [doi]

AF-EMS Detector: Improve the Multi-Scale Detection Performance of the Anchor-Free DetectorJiangqiao Yan, Liangjin Zhao, Wenhui Diao, Hongqi Wang, Xian Sun. remotesensing, 13(2):160, 2021. [doi]

Thermal Power Plant Detection in Remote Sensing Images With Saliency Enhanced Feature RepresentationWenxin Yin, Xian Sun, Wenhui Diao, Yue Zhang 0016, Xin Gao. access, 9:8249-8260, 2021. [doi]

PCAN - Part-Based Context Attention Network for Thermal Power Plant Detection in Remote Sensing ImageryWenxin Yin, Wenhui Diao, Peijin Wang, Xin Gao, Ya Li, Xian Sun. remotesensing, 13(7):1243, 2021. [doi]

CBF-Net: An Adaptive Context Balancing and Feature Filtering Network for Point Cloud ClassificationQian Zang, Wenhui Diao, Kaiqiang Chen, Ling Liu, Menglong Yan, Xian Sun. staeors, 14:8703-8717, 2021. [doi]

2020

Compact Cloud Detection with Bidirectional Self-Attention Knowledge DistillationYajie Chai, Kun Fu, Xian Sun, Wenhui Diao, Zhiyuan Yan, Yingchao Feng, Lei Wang 0077. remotesensing, 12(17):2770, 2020. [doi]

Topological Space Knowledge Distillation for Compact Road Extraction in Optical Remote Sensing ImagesKai Geng, Xian Sun, Zhiyuan Yan, Wenhui Diao, Xin Gao. remotesensing, 12(19):3175, 2020. [doi]

JMLNet: Joint Multi-Label Learning Network for Weakly Supervised Semantic Segmentation in Aerial ImagesRongxin Guo, Xian Sun, Kaiqiang Chen, Xiao Zhou, Zhiyuan Yan, Wenhui Diao, Menglong Yan. remotesensing, 12(19):3169, 2020. [doi]

SAR Target Classification Based on Sample Spectral RegularizationWei Liang, Tengfei Zhang, Wenhui Diao, Xian Sun, Liangjin Zhao, Kun Fu, Yirong Wu. remotesensing, 12(21):3628, 2020. [doi]

FGATR-Net: Automatic Network Architecture Design for Fine-Grained Aircraft Type Recognition in Remote Sensing ImagesWei Liang, Jihao Li, Wenhui Diao, Xian Sun, Kun Fu, Yirong Wu. remotesensing, 12(24):4187, 2020. [doi]

Convolutional Neural Network-Based Transfer Learning for Optical Aerial Images Change DetectionJunfu Liu, Keming Chen, Guangluan Xu, Xian Sun, Menglong Yan, Wenhui Diao, Hongzhe Han. lgrs, 17(1):127-131, 2020. [doi]

FMSSD: Feature-Merged Single-Shot Detection for Multiscale Objects in Large-Scale Remote Sensing ImageryPeijin Wang, Xian Sun, Wenhui Diao, Kun Fu. tgrs, 58(5):3377-3390, 2020. [doi]

FAS-Net: Construct Effective Features Adaptively for Multi-Scale Object DetectionJiangqiao Yan, Yue Zhang, Zhonghan Chang, Tengfei Zhang, Menglong Yan, Wenhui Diao, Hongqi Wang, Xian Sun. AAAI 2020: 12573-12580 [doi]

2019

End-to-End DSM Fusion Networks for Semantic Segmentation in High-Resolution Aerial ImagesZhiying Cao, Kun Fu, Xiaode Lu, Wenhui Diao, Hao Sun 0009, Menglong Yan, Hongfeng Yu, Xian Sun. lgrs, 16(11):1766-1770, 2019. [doi]

Meta-Seg: A Generalized Meta-Learning Framework for Multi-Class Few-Shot Semantic SegmentationZhiying Cao, Tengfei Zhang, Wenhui Diao, Yue Zhang 0016, Xiaode Lyu, Kun Fu, Xian Sun. access, 7:166109-166121, 2019. [doi]

Semantic Labeling for High-Resolution Aerial Images Based on the DMFFNetZhiying Cao, Wenhui Diao, Yi Zhang, Menglong Yan, Hongfeng Yu, Xian Sun, Kun Fu. igarss 2019: 1021-1024 [doi]

Towards Automated Ship Detection and Category Recognition from High-Resolution Aerial ImagesYingchao Feng, Wenhui Diao, Xian Sun, Menglong Yan, Xin Gao. remotesensing, 11(16):1901, 2019. [doi]

Ship Instance Segmentation from Remote Sensing Images Using Sequence Local Context ModuleYingchao Feng, Wenhui Diao, Yi Zhang, Hao Li, Zhonghan Chang, Menglong Yan, Xian Sun, Xin Gao. igarss 2019: 1025-1028 [doi]

Semi-Supervised Change Detection Based on Graphs with Generative Adversarial NetworksJunfu Liu, Keming Chen, Guangluan Xu, Hao Li, Menglong Yan, Wenhui Diao, Xian Sun. igarss 2019: 74-77 [doi]

Ground Moving Target Indication Based on Optical Flow in Single-Channel SARZhirui Wang, Xian Sun, Wenhui Diao, Yue Zhang 0016, Menglong Yan, Lan Lan. lgrs, 16(7):1051-1055, 2019. [doi]

Mergenet: Feature-Merged Network for Multi-Scale Object Detection in Remote Sensing ImagesPeijin Wang, Xian Sun, Wenhui Diao, Kun Fu. igarss 2019: 238-241 [doi]

IoU-Adaptive Deformable R-CNN: Make Full Use of IoU for Multi-Class Object Detection in Remote Sensing ImageryJiangqiao Yan, Hongqi Wang, Menglong Yan, Wenhui Diao, Xian Sun, Hao Li. remotesensing, 11(3):286, 2019. [doi]

LAM: Remote Sensing Image Captioning with Label-Attention MechanismZhengyuan Zhang, Wenhui Diao, Wenkai Zhang, Menglong Yan, Xin Gao, Xian Sun. remotesensing, 11(20):2349, 2019. [doi]

VAA: Visual Aligning Attention Model for Remote Sensing Image CaptioningZhengyuan Zhang, Wenkai Zhang, Wenhui Diao, Menglong Yan, Xin Gao, Xian Sun. access, 7:137355-137364, 2019. [doi]

2018

Object Detection with Head Direction in Remote Sensing Images Based on Rotational Region CNNXue Yang 0005, Kun Fu, Hao Sun, Xian Sun, Menglong Yan, Wenhui Diao, Zhi Guo. igarss 2018: 2507-2510 [doi]

High Resolution SAR Image Classification with Deeper Convolutional Neural NetworkYue Zhang 0016, Xian Sun, Hao Sun, Zequn Zhang, Wenhui Diao, Kun Fu. igarss 2018: 2374-2377 [doi]

Aircraft Detection in Sar Images Using Saliency Based Location Regression NetworkWenhui Diao, Fangzheng Dou, Kun Fu, Xian Sun. igarss 2018: 2334-2337 [doi]

Aircraft Recognition in SAR Images Based on Scattering Structure Feature and Template MatchingKun Fu, Fangzheng Dou, Heng-Chao Li, Wenhui Diao, Xian Sun, Guangluan Xu. staeors, 11(11):4206-4217, 2018. [doi]

WSF-NET: Weakly Supervised Feature-Fusion Network for Binary Segmentation in Remote Sensing ImageKun Fu, Wanxuan Lu, Wenhui Diao, Menglong Yan, Hao Sun, Yi Zhang, Xian Sun. remotesensing, 10(12):1970, 2018. [doi]

2017

Aircraft Reconstruction in High-Resolution SAR Images Using Deep Shape PriorFangzheng Dou, Wenhui Diao, Xian Sun, Yue Zhang 0016, Kun Fu. ijgi, 6(11):330, 2017. [doi]

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