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Gangyao Kuang
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- affiliation: National University of Defense Technology, Changsha, China
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2020 – today
- 2024
- [j129]Linbin Zhang, Xiangguang Leng, Sijia Feng, Xiaojie Ma, Kefeng Ji, Gangyao Kuang, Li Liu:
Optimal azimuth angle selection for limited SAR vehicle target recognition. Int. J. Appl. Earth Obs. Geoinformation 128: 103707 (2024) - [j128]Xiaojie Ma, Kefeng Ji, Linbin Zhang, Sijia Feng, Boli Xiong, Gangyao Kuang:
SAR Target Open-Set Recognition Based on Joint Training of Class-Specific Sub-Dictionary Learning. IEEE Geosci. Remote. Sens. Lett. 21: 1-5 (2024) - [j127]Zhongzhen Sun, Xiangguang Leng, Xianghui Zhang, Boli Xiong, Kefeng Ji, Gangyao Kuang:
Ship Recognition for Complex SAR Images via Dual-Branch Transformer Fusion Network. IEEE Geosci. Remote. Sens. Lett. 21: 1-5 (2024) - [j126]Xiangdong Tan, Xiangguang Leng, Kefeng Ji, Gangyao Kuang:
RCShip: A Dataset Dedicated to Ship Detection in Range-Compressed SAR Data. IEEE Geosci. Remote. Sens. Lett. 21: 1-5 (2024) - [j125]Linbin Zhang, Xiangguang Leng, Xiaojie Ma, Kefeng Ji, Gangyao Kuang, Li Liu:
Data Distribution Loss for Imbalanced SAR Vehicle Target Recognition. IEEE Geosci. Remote. Sens. Lett. 21: 1-5 (2024) - [j124]Xiaoyan Zhou, Tao Tang, Zhongzhen Sun, Gangyao Kuang, Janne Heikkilä, Li Liu:
Mitigating SAR Out-of-Distribution Overconfidence Based on Evidential Uncertainty. IEEE Geosci. Remote. Sens. Lett. 21: 1-5 (2024) - [j123]Changchong Sheng, Gangyao Kuang, Liang Bai, Chenping Hou, Yulan Guo, Xin Xu, Matti Pietikäinen, Li Liu:
Deep Learning for Visual Speech Analysis: A Survey. IEEE Trans. Pattern Anal. Mach. Intell. 46(9): 6001-6022 (2024) - [j122]Xiangdong Tan, Xiangguang Leng, Zhongzhen Sun, Ru Luo, Kefeng Ji, Gangyao Kuang:
Lightweight Ship Detection Network for SAR Range-Compressed Domain. Remote. Sens. 16(17): 3284 (2024) - [j121]Chenfang Liu, Yuli Sun, Yanjie Xu, Zhongzhen Sun, Xianghui Zhang, Lin Lei, Gangyao Kuang:
A Review of Optical and SAR Image Deep Feature Fusion in Semantic Segmentation. IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens. 17: 12910-12930 (2024) - [j120]Yan Zhao, Lingjun Zhao, Siqian Zhang, Li Liu, Kefeng Ji, Gangyao Kuang:
Decoupled Self-Supervised Subspace Classifier for Few-Shot Class-Incremental SAR Target Recognition. IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens. 17: 15845-15861 (2024) - [j119]Jian Sun, Hao Sun, Lin Lei, Kefeng Ji, Gangyao Kuang:
TirSA: A Three Stage Approach for UAV-Satellite Cross-View Geo-Localization Based on Self-Supervised Feature Enhancement. IEEE Trans. Circuits Syst. Video Technol. 34(9): 7882-7895 (2024) - [j118]Yanjie Xu, Hao Sun, Yan Zhao, Qishan He, Siqian Zhang, Gangyao Kuang, Hui Chen:
Simulated Data Feature Guided Evolution and Distillation for Incremental SAR ATR. IEEE Trans. Geosci. Remote. Sens. 62: 1-17 (2024) - [j117]Yan Zhao, Lingjun Zhao, Siqian Zhang, Kefeng Ji, Gangyao Kuang, Li Liu:
Azimuth-Aware Subspace Classifier for Few-Shot Class-Incremental SAR ATR. IEEE Trans. Geosci. Remote. Sens. 62: 1-20 (2024) - [j116]Zheng Zhou, Lingjun Zhao, Kefeng Ji, Gangyao Kuang:
A Domain-Adaptive Few-Shot SAR Ship Detection Algorithm Driven by the Latent Similarity Between Optical and SAR Images. IEEE Trans. Geosci. Remote. Sens. 62: 1-18 (2024) - [j115]Yuli Sun, Lin Lei, Dongdong Guan, Junzheng Wu, Gangyao Kuang, Li Liu:
Image Regression With Structure Cycle Consistency for Heterogeneous Change Detection. IEEE Trans. Neural Networks Learn. Syst. 35(2): 1613-1627 (2024) - [c39]Yan Zhao, Lingjun Zhao, Siqian Zhang, Kefeng Ji, Gangyao Kuang:
Few-Shot Class-Incremental SAR Target Recognition via Decoupled Scattering Augmentation Classifier. IGARSS 2024: 7584-7587 - 2023
- [j114]Kuowei Xiao, Yuli Sun, Gangyao Kuang, Lin Lei:
Change Alignment-Based Graph Structure Learning for Unsupervised Heterogeneous Change Detection. IEEE Geosci. Remote. Sens. Lett. 20: 1-5 (2023) - [j113]Chenxi Zhao, Siqian Zhang, Ru Luo, Sijia Feng, Gangyao Kuang:
Scattering Features Spatial-Structural Association Network for Aircraft Recognition in SAR Images. IEEE Geosci. Remote. Sens. Lett. 20: 1-5 (2023) - [j112]Junfan Zhou, Sijia Feng, Hao Sun, Linbin Zhang, Gangyao Kuang:
Attributed Scattering Center Guided Adversarial Attack for DCNN SAR Target Recognition. IEEE Geosci. Remote. Sens. Lett. 20: 1-5 (2023) - [j111]Linbin Zhang, Xiangguang Leng, Sijia Feng, Xiaojie Ma, Kefeng Ji, Gangyao Kuang, Li Liu:
Azimuth-Aware Discriminative Representation Learning for Semi-Supervised Few-Shot SAR Vehicle Recognition. Remote. Sens. 15(2): 331 (2023) - [j110]Han Zhang, Lin Lei, Weiping Ni, Kenan Cheng, Tao Tang, Peizhong Wang, Gangyao Kuang:
Registration of Large Optical and SAR Images with Non-Flat Terrain by Investigating Reliable Sparse Correspondences. Remote. Sens. 15(18): 4458 (2023) - [j109]Zihao Lu, Hao Sun, Kefeng Ji, Gangyao Kuang:
Adversarial Robust Aerial Image Recognition Based on Reactive-Proactive Defense Framework with Deep Ensembles. Remote. Sens. 15(19): 4660 (2023) - [j108]Han Zhang, Lin Lei, Weiping Ni, Xiaoliang Yang, Tao Tang, Kenan Cheng, Deliang Xiang, Gangyao Kuang:
Optical and SAR Image Dense Registration Using a Robust Deep Optical Flow Framework. IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens. 16: 1269-1294 (2023) - [j107]Sijia Feng, Kefeng Ji, Fulai Wang, Linbin Zhang, Xiaojie Ma, Gangyao Kuang:
PAN: Part Attention Network Integrating Electromagnetic Characteristics for Interpretable SAR Vehicle Target Recognition. IEEE Trans. Geosci. Remote. Sens. 61: 1-17 (2023) - [j106]Xiangguang Leng, Kefeng Ji, Gangyao Kuang:
Ship Detection From Raw SAR Echo Data. IEEE Trans. Geosci. Remote. Sens. 61: 1-11 (2023) - [j105]Xiaojie Ma, Kefeng Ji, Sijia Feng, Linbin Zhang, Boli Xiong, Gangyao Kuang:
Open Set Recognition With Incremental Learning for SAR Target Classification. IEEE Trans. Geosci. Remote. Sens. 61: 1-14 (2023) - [j104]Sinong Quan, Tao Zhang, Wei Wang, Gangyao Kuang, Xuesong Wang, Bing Zeng:
Exploring Fine Polarimetric Decomposition Technique for Built-Up Area Monitoring. IEEE Trans. Geosci. Remote. Sens. 61: 1-19 (2023) - [j103]Yuli Sun, Lin Lei, Li Liu, Gangyao Kuang:
Structural Regression Fusion for Unsupervised Multimodal Change Detection. IEEE Trans. Geosci. Remote. Sens. 61: 1-18 (2023) - [j102]Caiguang Zhang, Boli Xiong, Xiao Li, Gangyao Kuang:
TCD: Task-Collaborated Detector for Oriented Objects in Remote Sensing Images. IEEE Trans. Geosci. Remote. Sens. 61: 1-14 (2023) - [j101]Yan Zhao, Lingjun Zhao, Ding Ding, Dewen Hu, Gangyao Kuang, Li Liu:
Few-Shot Class-Incremental SAR Target Recognition via Cosine Prototype Learning. IEEE Trans. Geosci. Remote. Sens. 61: 1-18 (2023) - [j100]Changchong Sheng, Li Liu, Wanxia Deng, Liang Bai, Zhong Liu, Songyang Lao, Gangyao Kuang, Matti Pietikäinen:
Importance-Aware Information Bottleneck Learning Paradigm for Lip Reading. IEEE Trans. Multim. 25: 6563-6574 (2023) - 2022
- [j99]Lingjun Zhao, Qishan He, Ding Ding, Siqian Zhang, Gangyao Kuang, Li Liu:
Selecting pseudo supervision for unsupervised domain adaptive SAR target classification. EURASIP J. Adv. Signal Process. 2022(1): 84 (2022) - [j98]Zhuo Chen, Lingjun Zhao, Qishan He, Gangyao Kuang:
Pixel-Level and Feature-Level Domain Adaptation for Heterogeneous SAR Target Recognition. IEEE Geosci. Remote. Sens. Lett. 19: 1-5 (2022) - [j97]Sijia Feng, Kefeng Ji, Xiaojie Ma, Linbin Zhang, Gangyao Kuang:
Target Region Segmentation in SAR Vehicle Chip Image With ACM Net. IEEE Geosci. Remote. Sens. Lett. 19: 1-5 (2022) - [j96]Qishan He, Lingjun Zhao, Kefeng Ji, Gangyao Kuang:
SAR Target Recognition Based on Task-Driven Domain Adaptation Using Simulated Data. IEEE Geosci. Remote. Sens. Lett. 19: 1-5 (2022) - [j95]Lin Lei, Yuli Sun, Gangyao Kuang:
Adaptive Local Structure Consistency-Based Heterogeneous Remote Sensing Change Detection. IEEE Geosci. Remote. Sens. Lett. 19: 1-5 (2022) - [j94]Xiao Li, Lin Lei, Gangyao Kuang:
Locality-Constrained Bilinear Network for Land Cover Classification Using Heterogeneous Images. IEEE Geosci. Remote. Sens. Lett. 19: 1-5 (2022) - [j93]Xiao Li, Lin Lei, Gangyao Kuang:
Multilevel Adaptive-Scale Context Aggregating Network for Semantic Segmentation in High-Resolution Remote Sensing Images. IEEE Geosci. Remote. Sens. Lett. 19: 1-5 (2022) - [j92]Ming Li, Lin Lei, Yuli Sun, Xiao Li, Gangyao Kuang:
A Cross-Layer Nonlocal Network for Remote Sensing Scene Classification. IEEE Geosci. Remote. Sens. Lett. 19: 1-5 (2022) - [j91]Xiaojie Ma, Kefeng Ji, Linbin Zhang, Sijia Feng, Boli Xiong, Gangyao Kuang:
An Open Set Recognition Method for SAR Targets Based on Multitask Learning. IEEE Geosci. Remote. Sens. Lett. 19: 1-5 (2022) - [j90]Han Zhang, Lin Lei, Weiping Ni, Tao Tang, Junzheng Wu, Deliang Xiang, Gangyao Kuang:
Optical and SAR Image Matching Using Pixelwise Deep Dense Features. IEEE Geosci. Remote. Sens. Lett. 19: 1-5 (2022) - [j89]Caiguang Zhang, Boli Xiong, Xiao Li, Gangyao Kuang:
Aspect-Ratio-Guided Detection for Oriented Objects in Remote Sensing Images. IEEE Geosci. Remote. Sens. Lett. 19: 1-5 (2022) - [j88]Xiaoyan Zhou, Tao Tang, Yuting Cui, Linbin Zhang, Gangyao Kuang:
Novel Loss Function in CNN for Small Sample Target Recognition in SAR Images. IEEE Geosci. Remote. Sens. Lett. 19: 1-5 (2022) - [j87]Yuli Sun, Lin Lei, Dongdong Guan, Junzheng Wu, Gangyao Kuang:
Iterative structure transformation and conditional random field based method for unsupervised multimodal change detection. Pattern Recognit. 131: 108845 (2022) - [j86]Chenfang Liu, Hao Sun, Yanjie Xu, Gangyao Kuang:
Multi-Source Remote Sensing Pretraining Based on Contrastive Self-Supervised Learning. Remote. Sens. 14(18): 4632 (2022) - [j85]Wanxia Deng, Lingjun Zhao, Gangyao Kuang, Dewen Hu, Matti Pietikäinen, Li Liu:
Deep Ladder-Suppression Network for Unsupervised Domain Adaptation. IEEE Trans. Cybern. 52(10): 10735-10749 (2022) - [j84]Sijia Feng, Kefeng Ji, Fulai Wang, Linbin Zhang, Xiaojie Ma, Gangyao Kuang:
Electromagnetic Scattering Feature (ESF) Module Embedded Network Based on ASC Model for Robust and Interpretable SAR ATR. IEEE Trans. Geosci. Remote. Sens. 60: 1-15 (2022) - [j83]Xiangguang Leng, Kefeng Ji, Boli Xiong, Gangyao Kuang:
Complex Signal Kurtosis - Indicator of Ship Target Signature in SAR Images. IEEE Trans. Geosci. Remote. Sens. 60: 1-12 (2022) - [j82]Xiao Li, Lin Lei, Yuli Sun, Gangyao Kuang:
Dynamic-Hierarchical Attention Distillation With Synergetic Instance Selection for Land Cover Classification Using Missing Heterogeneity Images. IEEE Trans. Geosci. Remote. Sens. 60: 1-16 (2022) - [j81]Xiao Li, Lin Lei, Caiguang Zhang, Gangyao Kuang:
Dense Adaptive Grouping Distillation Network for Multimodal Land Cover Classification With Privileged Modality. IEEE Trans. Geosci. Remote. Sens. 60: 1-14 (2022) - [j80]Xiao Li, Lin Lei, Caiguang Zhang, Gangyao Kuang:
Multimodal Semantic Consistency-Based Fusion Architecture Search for Land Cover Classification. IEEE Trans. Geosci. Remote. Sens. 60: 1-14 (2022) - [j79]Yuli Sun, Lin Lei, Dongdong Guan, Gangyao Kuang, Li Liu:
Graph Signal Processing for Heterogeneous Change Detection. IEEE Trans. Geosci. Remote. Sens. 60: 1-23 (2022) - [j78]Yuli Sun, Lin Lei, Dongdong Guan, Ming Li, Gangyao Kuang:
Sparse-Constrained Adaptive Structure Consistency-Based Unsupervised Image Regression for Heterogeneous Remote-Sensing Change Detection. IEEE Trans. Geosci. Remote. Sens. 60: 1-14 (2022) - [j77]Yuli Sun, Lin Lei, Xiao Li, Xiang Tan, Gangyao Kuang:
Structure Consistency-Based Graph for Unsupervised Change Detection With Homogeneous and Heterogeneous Remote Sensing Images. IEEE Trans. Geosci. Remote. Sens. 60: 1-21 (2022) - [j76]Linbin Zhang, Xiangguang Leng, Sijia Feng, Xiaojie Ma, Kefeng Ji, Gangyao Kuang, Li Liu:
Domain Knowledge Powered Two-Stream Deep Network for Few-Shot SAR Vehicle Recognition. IEEE Trans. Geosci. Remote. Sens. 60: 1-15 (2022) - [j75]Han Zhang, Lin Lei, Weiping Ni, Tao Tang, Junzheng Wu, Deliang Xiang, Gangyao Kuang:
Explore Better Network Framework for High-Resolution Optical and SAR Image Matching. IEEE Trans. Geosci. Remote. Sens. 60: 1-18 (2022) - [j74]Yan Zhao, Lingjun Zhao, Zhong Liu, Dewen Hu, Gangyao Kuang, Li Liu:
Attentional Feature Refinement and Alignment Network for Aircraft Detection in SAR Imagery. IEEE Trans. Geosci. Remote. Sens. 60: 1-16 (2022) - [j73]Wanxia Deng, Lingjun Zhao, Qing Liao, Deke Guo, Gangyao Kuang, Dewen Hu, Matti Pietikäinen, Li Liu:
Informative Feature Disentanglement for Unsupervised Domain Adaptation. IEEE Trans. Multim. 24: 2407-2421 (2022) - [j72]Ming Li, Lin Lei, Hao Sun, Xiao Li, Gangyao Kuang:
Fine-grained visual classification via multilayer bilinear pooling with object localization. Vis. Comput. 38(3): 811-820 (2022) - [c38]Xiangguang Leng, Jin Wang, Kefeng Ji, Gangyao Kuang:
Ship Detection in Range-Compressed SAR Data. IGARSS 2022: 2135-2138 - [c37]Sijia Feng, Kefeng Ji, Linbin Zhang, Xiaojie Ma, Gangyao Kuang:
ASC-Parts Model Guided Multi-Level Fusion Network for SAR Target Classification. IGARSS 2022: 5240-5243 - [i6]Yan Zhao, Lingjun Zhao, Zhong Liu, Dewen Hu, Gangyao Kuang, Li Liu:
Attentional Feature Refinement and Alignment Network for Aircraft Detection in SAR Imagery. CoRR abs/2201.07124 (2022) - [i5]Changchong Sheng, Gangyao Kuang, Liang Bai, Chenping Hou, Yulan Guo, Xin Xu, Matti Pietikäinen, Li Liu:
Deep Learning for Visual Speech Analysis: A Survey. CoRR abs/2205.10839 (2022) - [i4]Yuli Sun, Lin Lei, Dongdong Guan, Gangyao Kuang, Li Liu:
Graph Signal Processing for Heterogeneous Change Detection Part I: Vertex Domain Filtering. CoRR abs/2208.01881 (2022) - [i3]Yuli Sun, Lin Lei, Dongdong Guan, Gangyao Kuang, Li Liu:
Graph Signal Processing for Heterogeneous Change Detection Part II: Spectral Domain Analysis. CoRR abs/2208.01905 (2022) - 2021
- [j71]Yan Zhao, Lingjun Zhao, Chuyin Li, Gangyao Kuang:
Pyramid Attention Dilated Network for Aircraft Detection in SAR Images. IEEE Geosci. Remote. Sens. Lett. 18(4): 662-666 (2021) - [j70]Yuli Sun, Lin Lei, Xiao Li, Hao Sun, Gangyao Kuang:
Nonlocal patch similarity based heterogeneous remote sensing change detection. Pattern Recognit. 109: 107598 (2021) - [j69]Wanxia Deng, Zhuo Su, Qiang Qiu, Lingjun Zhao, Gangyao Kuang, Matti Pietikäinen, Huaxin Xiao, Li Liu:
Deep ladder reconstruction-classification network for unsupervised domain adaptation. Pattern Recognit. Lett. 152: 398-405 (2021) - [j68]Ming Li, Lin Lei, Yuqi Tang, Yuli Sun, Gangyao Kuang:
An Attention-Guided Multilayer Feature Aggregation Network for Remote Sensing Image Scene Classification. Remote. Sens. 13(16): 3113 (2021) - [j67]Yanjie Xu, Hao Sun, Jin Chen, Lin Lei, Kefeng Ji, Gangyao Kuang:
Adversarial Self-Supervised Learning for Robust SAR Target Recognition. Remote. Sens. 13(20): 4158 (2021) - [j66]Zhongzhen Sun, Xiangguang Leng, Yu Lei, Boli Xiong, Kefeng Ji, Gangyao Kuang:
BiFA-YOLO: A Novel YOLO-Based Method for Arbitrary-Oriented Ship Detection in High-Resolution SAR Images. Remote. Sens. 13(21): 4209 (2021) - [j65]Sinong Quan, Deliang Xiang, Wei Wang, Boli Xiong, Gangyao Kuang:
Scattering Feature-Driven Superpixel Segmentation for Polarimetric SAR Images. IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens. 14: 2173-2183 (2021) - [j64]Caiguang Zhang, Boli Xiong, Xiao Li, Jinqian Zhang, Gangyao Kuang:
Learning Higher Quality Rotation Invariance Features for Multioriented Object Detection in Remote Sensing Images. IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens. 14: 5842-5853 (2021) - [j63]Zhongzhen Sun, Muchen Dai, Xiangguang Leng, Yu Lei, Boli Xiong, Kefeng Ji, Gangyao Kuang:
An Anchor-Free Detection Method for Ship Targets in High-Resolution SAR Images. IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens. 14: 7799-7816 (2021) - [j62]Sijia Feng, Kefeng Ji, Linbin Zhang, Xiaojie Ma, Gangyao Kuang:
SAR Target Classification Based on Integration of ASC Parts Model and Deep Learning Algorithm. IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens. 14: 10213-10225 (2021) - [j61]Xiaojie Ma, Kefeng Ji, Boli Xiong, Linbin Zhang, Sijia Feng, Gangyao Kuang:
Light-YOLOv4: An Edge-Device Oriented Target Detection Method for Remote Sensing Images. IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens. 14: 10808-10820 (2021) - [j60]Yuli Sun, Lin Lei, Dongdong Guan, Xiao Li, Gangyao Kuang:
SAR Image Speckle Reduction Based on Nonconvex Hybrid Total Variation Model. IEEE Trans. Geosci. Remote. Sens. 59(2): 1231-1249 (2021) - [j59]Xiao Li, Lin Lei, Yuli Sun, Ming Li, Gangyao Kuang:
Collaborative Attention-Based Heterogeneous Gated Fusion Network for Land Cover Classification. IEEE Trans. Geosci. Remote. Sens. 59(5): 3829-3845 (2021) - [j58]Yuli Sun, Lin Lei, Xiao Li, Xiang Tan, Gangyao Kuang:
Patch Similarity Graph Matrix-Based Unsupervised Remote Sensing Change Detection With Homogeneous and Heterogeneous Sensors. IEEE Trans. Geosci. Remote. Sens. 59(6): 4841-4861 (2021) - [j57]Xiangguang Leng, Kefeng Ji, Gangyao Kuang:
Radio Frequency Interference Detection and Localization in Sentinel-1 Images. IEEE Trans. Geosci. Remote. Sens. 59(11): 9270-9281 (2021) - [j56]Yuli Sun, Lin Lei, Dongdong Guan, Gangyao Kuang:
Iterative Robust Graph for Unsupervised Change Detection of Heterogeneous Remote Sensing Images. IEEE Trans. Image Process. 30: 6277-6291 (2021) - [j55]Wanxia Deng, Qing Liao, Lingjun Zhao, Deke Guo, Gangyao Kuang, Dewen Hu, Li Liu:
Joint Clustering and Discriminative Feature Alignment for Unsupervised Domain Adaptation. IEEE Trans. Image Process. 30: 7842-7855 (2021) - [c36]Wenchao Li, Gangyao Kuang, Zhenhua Chen, Jian Wang:
Separation of Multi-component Micro-Doppler Signals Based on HHT-GAMD. CISP-BMEI 2021: 1-6 - [c35]Qishan He, Lingjun Zhao, Gangyao Kuang, Li Liu:
SAR Target Recognition Based on Model Transfer and Hinge Loss with Limited Data. CICAI 2021: 191-201 - [c34]Lingjun Zhao, Wanxia Deng, Gangyao Kuang, Dewen Hu, Li Liu:
Transferable Discriminative Feature Mining For Unsupervised Domain Adaptation. ICIP 2021: 1259-1263 - [c33]Caiguang Zhang, Boli Xiong, Gangyao Kuang:
Ship Detection and Recognition in Optical Remote Sensing Images Based on Scale Enhancement Rotating Cascade R-CNN Networks. IGARSS 2021: 3545-3548 - [c32]Yanjie Xu, Hao Sun, Jin Chen, Lin Lei, Gangyao Kuang, Kefeng Ji:
Robust Remote Sensing Scene Classification by Adversarial Self-Supervised Learning. IGARSS 2021: 4936-4939 - [c31]Hao Sun, Yanjie Xu, Gangyao Kuang, Jin Chen:
Adversarial Robustness Evaluation of Deep Convolutional Neural Network Based SAR ATR Algorithm. IGARSS 2021: 5263-5266 - [c30]Xiao Li, Lin Lei, Gangyao Kuang:
Multi-Modal Fusion Architecture Search for Land Cover Classification Using Heterogeneous Remote Sensing Images. IGARSS 2021: 5997-6000 - [c29]Wanxia Deng, Yawen Cui, Zhen Liu, Gangyao Kuang, Dewen Hu, Matti Pietikäinen, Li Liu:
Informative Class-Conditioned Feature Alignment for Unsupervised Domain Adaptation. ACM Multimedia 2021: 1303-1312 - 2020
- [j54]Yuli Sun, Lin Lei, Xiao Li, Ming Li, Gangyao Kuang:
A robust recovery algorithm with smoothing strategies. Neurocomputing 371: 51-66 (2020) - [j53]Sinong Quan, Deliang Xiang, Boli Xiong, Gangyao Kuang:
Edge Detection for PolSAR Images Integrating Scattering Characteristics and Optimal Contrast. IEEE Geosci. Remote. Sens. Lett. 17(2): 257-261 (2020) - [j52]Dongdong Guan, Deliang Xiang, Xiaoan Tang, Gangyao Kuang:
A SAR Image Despeckling Method Using Multi-Scale Nonlocal Low-Rank Model. IEEE Geosci. Remote. Sens. Lett. 17(3): 421-425 (2020) - [j51]Yuli Sun, Xiang Tan, Xiao Li, Lin Lei, Gangyao Kuang:
Sparse optimization problem with s-difference regularization. Signal Process. 168 (2020) - [j50]Yuli Sun, Lin Lei, Dongdong Guan, Xiao Li, Gangyao Kuang:
SAR Image Change Detection Based on Nonlocal Low-Rank Model and Two-Level Clustering. IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens. 13: 293-306 (2020) - [j49]Xiao Li, Lin Lei, Yuli Sun, Ming Li, Gangyao Kuang:
Multimodal Bilinear Fusion Network With Second-Order Attention-Based Channel Selection for Land Cover Classification. IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens. 13: 1011-1026 (2020) - [j48]Yan Zhao, Lingjun Zhao, Boli Xiong, Gangyao Kuang:
Attention Receptive Pyramid Network for Ship Detection in SAR Images. IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens. 13: 2738-2756 (2020) - [j47]Linbin Zhang, Caiguang Zhang, Sinong Quan, Huaxin Xiao, Gangyao Kuang, Li Liu:
A Class Imbalance Loss for Imbalanced Object Recognition. IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens. 13: 2778-2792 (2020) - [c28]Xiangguang Leng, Kefeng Ji, Boli Xiong, Gangyao Kuang:
Ship Target Signature Indication based on Complex Signal Kurtosis in SAR Images. IGARSS 2020: 1248-1250 - [i2]Lin Lei, Yuli Sun, Gangyao Kuang:
Adaptive Local Structure Consistency based Heterogeneous Remote Sensing Change Detection. CoRR abs/2008.12958 (2020)
2010 – 2019
- 2019
- [j46]Zhao Lin, Kefeng Ji, Xiangguang Leng, Gangyao Kuang:
Squeeze and Excitation Rank Faster R-CNN for Ship Detection in SAR Images. IEEE Geosci. Remote. Sens. Lett. 16(5): 751-755 (2019) - [j45]Ganggang Dong, Hongwei Liu, Gangyao Kuang, Jocelyn Chanussot:
Target recognition in SAR images via sparse representation in the frequency domain. Pattern Recognit. 96 (2019) - [j44]Sinong Quan, Boli Xiong, Deliang Xiang, Canbin Hu, Gangyao Kuang:
Scattering Characterization of Obliquely Oriented Buildings from PolSAR Data Using Eigenvalue-Related Model. Remote. Sens. 11(5): 581 (2019) - [j43]Meiting Yu, Sinong Quan, Gangyao Kuang, Shaojie Ni:
SAR Target Recognition via Joint Sparse and Dense Representation of Monogenic Signal. Remote. Sens. 11(22): 2676 (2019) - [j42]Dongdong Guan, Deliang Xiang, Xiaoan Tang, Li Wang, Gangyao Kuang:
Covariance of Textural Features: A New Feature Descriptor for SAR Image Classification. IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens. 12(10): 3932-3942 (2019) - [j41]Dongdong Guan, Deliang Xiang, Xiaoan Tang, Gangyao Kuang:
SAR Image Despeckling Based on Nonlocal Low-Rank Regularization. IEEE Trans. Geosci. Remote. Sens. 57(6): 3472-3489 (2019) - [i1]Yuli Sun, Xiang Tan, Xiao Li, Lin Lei, Gangyao Kuang:
Sparse Optimization Problem with s-difference Regularization. CoRR abs/1905.04474 (2019) - 2018
- [j40]Peiqin Li, Jianbin Xie, Wei Yan, Zhen Li, Gangyao Kuang:
Living Face Verification via Multi-CNNs. Int. J. Comput. Intell. Syst. 12(1): 183-189 (2018) - [j39]Dongdong Guan, Deliang Xiang, Ganggang Dong, Tao Tang, Xiaoan Tang, Gangyao Kuang:
SAR Image Classification by Exploiting Adaptive Contextual Information and Composite Kernels. IEEE Geosci. Remote. Sens. Lett. 15(7): 1035-1039 (2018) - [j38]Meiting Yu, Ganggang Dong, Haiyan Fan, Gangyao Kuang:
SAR Target Recognition via Local Sparse Representation of Multi-Manifold Regularized Low-Rank Approximation. Remote. Sens. 10(2): 211 (2018) - [j37]Xiaoqiang Zhang, Boli Xiong, Ganggang Dong, Gangyao Kuang:
Ship Segmentation in SAR Images by Improved Nonlocal Active Contour Model. Sensors 18(12): 4220 (2018) - [j36]Ganggang Dong, Na Wang, Gangyao Kuang, Hongbing Qiu:
Sparsity and Low-Rank Dictionary Learning for Sparse Representation of Monogenic Signal. IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens. 11(1): 141-153 (2018) - [j35]Sinong Quan, Boli Xiong, Deliang Xiang, Lingjun Zhao, Siqian Zhang, Gangyao Kuang:
Eigenvalue-Based Urban Area Extraction Using Polarimetric SAR Data. IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens. 11(2): 458-471 (2018) - [j34]Siqian Zhang, Ganggang Dong, Gangyao Kuang:
Matrix Completion for Downward-Looking 3-D SAR Imaging With a Random Sparse Linear Array. IEEE Trans. Geosci. Remote. Sens. 56(4): 1994-2006 (2018) - [j33]Sinong Quan, Boli Xiong, Deliang Xiang, Gangyao Kuang:
Derivation of the Orientation Parameters in Built-Up Areas: With Application to Model-Based Decomposition. IEEE Trans. Geosci. Remote. Sens. 56(8): 4714-4730 (2018) - [j32]Haiyan Fan, Chang Li, Yulan Guo, Gangyao Kuang, Jiayi Ma:
Spatial-Spectral Total Variation Regularized Low-Rank Tensor Decomposition for Hyperspectral Image Denoising. IEEE Trans. Geosci. Remote. Sens. 56(10): 6196-6213 (2018) - [c27]Sinong Quan, Gangyao Kuang, Boli Xiong, Yichao Zhao:
Relaxation of the Overestimation of Volume Scattering Using Refined Conditions and Models. CITS 2018: 1-5 - [c26]Meiting Yu, Lingjun Zhao, Siqian Zhang, Gangyao Kuang:
Locality-Constrained and Class-Specific Sparse Representation for Sar Target Recognition. IGARSS 2018: 2322-2325 - 2017
- [j31]Sinong Quan, Deliang Xiang, Boli Xiong, Canbin Hu, Gangyao Kuang:
A Hierarchical Extension of General Four-Component Scattering Power Decomposition. Remote. Sens. 9(8): 856 (2017) - [j30]Haiyan Fan, Yunjin Chen, Yulan Guo, Hongyan Zhang, Gangyao Kuang:
Hyperspectral Image Restoration Using Low-Rank Tensor Recovery. IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens. 10(10): 4589-4604 (2017) - [j29]Ganggang Dong, Gangyao Kuang, Na Wang, Wei Wang:
Classification via Sparse Representation of Steerable Wavelet Frames on Grassmann Manifold: Application to Target Recognition in SAR Image. IEEE Trans. Image Process. 26(6): 2892-2904 (2017) - [c25]Wenchao Li, Boli Xiong, Gangyao Kuang:
Micro-Doppler parameter estimation based on improved time-frequency analysis. CISP-BMEI 2017: 1-4 - [c24]YingBin Long, Gangyao Kuang:
A block-sparse reconstruction method for SAR GMTI. ICSAI 2017: 1342-1346 - [c23]YingBin Long, Gangyao Kuang:
A compressed sensing based method for SAR GMTI. ICSAI 2017: 1347-1351 - [c22]Meiting Yu, Siqian Zhang, Lingjun Zhao, Gangyao Kuang:
Principal component reconstruction: With application to target recognition in SAR image. ICSPCC 2017: 1-5 - [c21]Xiaoqiang Zhang, Boli Xiong, Gangyao Kuang:
Refined aircraft segmentation in SAR images using shape prior. ICSPCC 2017: 1-5 - 2016
- [j28]Wei Wang, Boli Xiong, Xingwei Yan, Yongmei Jiang, Gangyao Kuang:
Affine invariant shape projection distribution for shape matching using relaxation labelling. IET Comput. Vis. 10(2): 124-133 (2016) - [j27]Ganggang Dong, Gangyao Kuang:
A Soft Decision Rule for Sparse Signal Modeling via Dempster-Shafer Evidential Reasoning. IEEE Geosci. Remote. Sens. Lett. 13(10): 1567-1571 (2016) - [j26]Sinong Quan, Boli Xiong, Siqian Zhang, Meiting Yu, Gangyao Kuang:
Adaptive and Fast Prescreening for SAR ATR via Change Detection Technique. IEEE Geosci. Remote. Sens. Lett. 13(11): 1691-1695 (2016) - [j25]Ganggang Dong, Gangyao Kuang:
SAR Target Recognition Via Sparse Representation of Monogenic Signal on Grassmann Manifolds. IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens. 9(3): 1308-1319 (2016) - [j24]Siqian Zhang, Ganggang Dong, Gangyao Kuang:
Superresolution Downward-Looking Linear Array Three-Dimensional SAR Imaging Based on Two-Dimensional Compressive Sensing. IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens. 9(6): 2184-2196 (2016) - [c20]Boli Xiong, Wenchao Li, Lingjun Zhao, Jun Lu, Xiaoqiang Zhang, Gangyao Kuang:
Registration for SAR and optical images based on straight line features and mutual information. IGARSS 2016: 2582-2585 - [c19]Xiaoqiang Zhang, Boli Xiong, Gangyao Kuang, Wei Xu:
A geometric parameter extraction method of ship target based on an improved snake model. IGARSS 2016: 3152-3155 - 2015
- [j23]Ganggang Dong, Gangyao Kuang:
Target Recognition in SAR Images via Classification on Riemannian Manifolds. IEEE Geosci. Remote. Sens. Lett. 12(1): 199-203 (2015) - [j22]Siqian Zhang, Yutao Zhu, Gangyao Kuang:
Imaging of Downward-Looking Linear Array Three-Dimensional SAR Based on FFT-MUSIC. IEEE Geosci. Remote. Sens. Lett. 12(4): 885-889 (2015) - [j21]Ganggang Dong, Gangyao Kuang:
Target Recognition via Information Aggregation Through Dempster-Shafer's Evidence Theory. IEEE Geosci. Remote. Sens. Lett. 12(6): 1247-1251 (2015) - [j20]Siqian Zhang, Yutao Zhu, Ganggang Dong, Gangyao Kuang:
Truncated SVD-Based Compressive Sensing for Downward-Looking Three-Dimensional SAR Imaging With Uniform/Nonuniform Linear Array. IEEE Geosci. Remote. Sens. Lett. 12(9): 1853-1857 (2015) - [j19]Ganggang Dong, Gangyao Kuang, Na Wang, Lingjun Zhao, Jun Lu:
SAR Target Recognition via Joint Sparse Representation of Monogenic Signal. IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens. 8(7): 3316-3328 (2015) - [j18]Li Liu, Paul W. Fieguth, Dewen Hu, Yingmei Wei, Gangyao Kuang:
Fusing Sorted Random Projections for Robust Texture and Material Classification. IEEE Trans. Circuits Syst. Video Technol. 25(3): 482-496 (2015) - [j17]Ganggang Dong, Gangyao Kuang:
Classification on the Monogenic Scale Space: Application to Target Recognition in SAR Image. IEEE Trans. Image Process. 24(8): 2527-2539 (2015) - [c18]Siqian Zhang, Yutao Zhu, Gangyao Kuang, Lingjun Zhao:
Analytic estimation performance bounds of downward-looking linear array 3-D SAR imaging based on compressive sensing. IGARSS 2015: 3179-3182 - 2014
- [j16]Wei Wang, Yongmei Jiang, Boli Xiong, Lingjun Zhao, Gangyao Kuang:
Contour matching using the affine-invariant support point set. IET Comput. Vis. 8(1): 35-44 (2014) - [j15]Ganggang Dong, Na Wang, Gangyao Kuang:
Sparse Representation of Monogenic Signal: With Application to Target Recognition in SAR Images. IEEE Signal Process. Lett. 21(8): 952-956 (2014) - [c17]Ganggang Dong, Gangyao Kuang, Lingjun Zhao, Jun Lu, Min Lu:
Joint sparse representation of monogenic components: With application to automatic target recognition in SAR imagery. IGARSS 2014: 549-552 - [c16]Jian Wu, Yongmei Jiang, Gangyao Kuang, Jun Lu, Zhiyong Li:
Parameter estimation for SAR moving target detection using Fractional Fourier Transform. IGARSS 2014: 596-599 - [c15]Canbin Hu, Boli Xiong, Jun Lu, Zhiyong Li, Lingjun Zhao, Gangyao Kuang:
SAR Azimuth ambiguities removal for ship detection using time-frequency techniques. IGARSS 2014: 982-985 - [c14]Ganggang Dong, Gangyao Kuang, Lingjun Zhao, Jun Lu, Min Lu:
Nonnegative and local linear regression for classification in SAR imagery. IGARSS 2014: 1702-1705 - [c13]Jun Lu, Jonathan Li, Min Lu, Zhiyong Li, Boli Xiong, Gangyao Kuang:
Detecting floods accurately in SAR images without the interference of the reference image. IGARSS 2014: 3590-3593 - [c12]Siqian Zhang, Gangyao Kuang:
Imaging of downward-looking linear array SAR using three-dimensional spatial smoothing MUSIC algorithm. SAR 2014: 924312 - 2013
- [j14]Jie Niu, Kangle Li, Weidong Jiang, Xiang Li, Gangyao Kuang, Hongyu Zhu:
A new method of micro-motion parameters estimation based on cyclic autocorrelation function. Sci. China Inf. Sci. 56(10): 1-11 (2013) - [j13]Lingjun Zhao, Xiaoguang Zhou, Gangyao Kuang:
Building detection from urban SAR image using building characteristics and contextual information. EURASIP J. Adv. Signal Process. 2013: 56 (2013) - [j12]Canbin Hu, Laurent Ferro-Famil, Gangyao Kuang:
Ship Discrimination Using Polarimetric SAR Data and Coherent Time-Frequency Analysis. Remote. Sens. 5(12): 6899-6920 (2013) - [j11]Qiang Chen, Gangyao Kuang, Jonathan Li, Lichun Sui, Diangang Li:
Unsupervised Land Cover/Land Use Classification Using PolSAR Imagery Based on Scattering Similarity. IEEE Trans. Geosci. Remote. Sens. 51(3-2): 1817-1825 (2013) - [c11]Haiyan Fan, Yongmei Jiang, Gangyao Kuang:
Target Detection of Non-stationary Radar Signal and Riemannian Geometry. GSI 2013: 821-828 - [c10]Canbin Hu, Laurent Ferro-Famil, Gangyao Kuang:
Multi-dimensional coherent Time-Frequency analysis for ship detection in polsar imagery. IGARSS 2013: 101-104 - 2012
- [j10]Wei Wang, Boli Xiong, Hao Sun, Hongping Cai, Yongmei Jiang, Gangyao Kuang:
An affine invariant relative attitude relationship descriptor for shape matching based on ratio histograms. EURASIP J. Adv. Signal Process. 2012: 209 (2012) - [j9]Li Liu, Lingjun Zhao, Yunli Long, Gangyao Kuang, Paul W. Fieguth:
Extended local binary patterns for texture classification. Image Vis. Comput. 30(2): 86-99 (2012) - [j8]Boli Xiong, Qi Chen, Yongmei Jiang, Gangyao Kuang:
A Threshold Selection Method Using Two SAR Change Detection Measures Based on the Markov Random Field Model. IEEE Geosci. Remote. Sens. Lett. 9(2): 287-291 (2012) - [j7]Na Wang, Gongtao Shi, Li Liu, Lingjun Zhao, Gangyao Kuang:
Polarimetric SAR Target Detection Using the Reflection Symmetry. IEEE Geosci. Remote. Sens. Lett. 9(6): 1104-1108 (2012) - [j6]Li Liu, Paul W. Fieguth, David A. Clausi, Gangyao Kuang:
Sorted random projections for robust rotation-invariant texture classification. Pattern Recognit. 45(6): 2405-2418 (2012) - [j5]Boli Xiong, Jing M. Chen, Gangyao Kuang, Nobuhiko Kadowaki:
Estimation of the Repeat-Pass ALOS PALSAR Interferometric Baseline Through Direct Least-Square Ellipse Fitting. IEEE Trans. Geosci. Remote. Sens. 50(9): 3610-3617 (2012) - [c9]Boli Xiong, Zhiguo He, Canbin Hu, Qi Chen, Yongmei Jiang, Gangyao Kuang:
A method of acquiring tie points based on closed regions in SAR images. IGARSS 2012: 2121-2124 - [c8]Na Wang, Canbin Hu, Lingjun Zhao, Yongmei Jiang, Gangyao Kuang:
Polarimetric SAR target detection based on polarization synthesis. IGARSS 2012: 5899-5902 - 2011
- [c7]Liu Li, Paul W. Fieguth, Gangyao Kuang:
Generalized Local Binary Patterns for Texture Classification. BMVC 2011: 1-11 - [c6]Li Liu, Paul W. Fieguth, Gangyao Kuang, Hongbin Zha:
Sorted Random Projections for robust texture classification. ICCV 2011: 391-398 - [c5]Li Liu, Paul W. Fieguth, Gangyao Kuang:
Combining sorted random features for texture classification. ICIP 2011: 833-836 - 2010
- [j4]Qi Chen, Yongmei Jiang, Lingjun Zhao, Gangyao Kuang:
Polarimetric Scattering Similarity Between a Random Scatterer and a Canonical Scatterer. IEEE Geosci. Remote. Sens. Lett. 7(4): 866-869 (2010) - [c4]Li Liu, Paul W. Fieguth, Gangyao Kuang:
Compressed Sensing for Robust Texture Classification. ACCV (1) 2010: 383-396
2000 – 2009
- 2009
- [j3]Qiang Chen, Yongmei Jiang, Lingjun Zhao, Gui Gao, Gangyao Kuang:
An Optimization Procedure of the Lagrange Multiplier Method for Polarimetric Power Optimization. IEEE Geosci. Remote. Sens. Lett. 6(4): 699-702 (2009) - [j2]Gui Gao, Li Liu, Lingjun Zhao, Gongtao Shi, Gangyao Kuang:
An Adaptive and Fast CFAR Algorithm Based on Automatic Censoring for Target Detection in High-Resolution SAR Images. IEEE Trans. Geosci. Remote. Sens. 47(6): 1685-1697 (2009) - 2008
- [c3]Qi Chen, Boli Xiong, Jun Lu, Gangyao Kuang:
An Approach on Analyzing Histogram and Selecting Threshold. CSSE (6) 2008: 185-188 - 2007
- [j1]Gui Gao, Gangyao Kuang, Qi Zhang, Deren Li:
Fast detecting and locating groups of targets in high-resolution SAR images. Pattern Recognit. 40(4): 1378-1384 (2007) - 2005
- [c2]Chengli Jia, Kefeng Ji, Yongmei Jiang, Gangyao Kuang:
Road extraction from high-resolution SAR imagery using Hough transform. IGARSS 2005: 4 - [c1]Kefeng Ji, Gangyao Kuang, Yi Su, Wenxian Yu:
Simulation of SAR image of ship. IGARSS 2005: 1349-1352
Coauthor Index
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