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Weiying Xie
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- affiliation: Xidian University, State Key Laboratory of Integrated Service Networks, China
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2020 – today
- 2024
- [j88]Wei Feng, Minhui Wang, Chang Tang, Weiying Xie, Xianju Li, Xiao Zheng, Jiangfeng Xu:
Hyperspectral band selection via region-wise latent feature fusion and graph filter embedded subspace clustering. Eng. Appl. Artif. Intell. 132: 107911 (2024) - [j87]Yunsong Li, Jiaping Zhong, Weiying Xie, Paolo Gamba:
A Representation-Learning-Based Graph and Generative Network for Hyperspectral Small Target Detection. Remote. Sens. 16(19): 3638 (2024) - [j86]Weiying Xie, Xiaohong Xu, Yunsong Li:
Decentralized Federated GAN for Hyperspectral Change Detection in Edge Computing. IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens. 17: 8863-8874 (2024) - [j85]Jiaqing Zhang, Jie Lei, Weiying Xie, Geng Yang, Daixun Li, Yunsong Li:
Multimodal Informative ViT: Information Aggregation and Distribution for Hyperspectral and LiDAR Classification. IEEE Trans. Circuits Syst. Video Technol. 34(8): 7643-7656 (2024) - [j84]Daixun Li, Weiying Xie, Zixuan Wang, Yibing Lu, Yunsong Li, Leyuan Fang:
FedDiff: Diffusion Model Driven Federated Learning for Multi-Modal and Multi-Clients. IEEE Trans. Circuits Syst. Video Technol. 34(10): 10353-10367 (2024) - [j83]Yunsong Li, Wen-jin Guo, Weiying Xie, Tao Jiang, Qian Du:
MMIF: Interpretable Hyperspectral and Multispectral Image Fusion via Maximum Mutual Information. IEEE Trans. Geosci. Remote. Sens. 62: 1-13 (2024) - [j82]Daixun Li, Weiying Xie, Yunsong Li, Leyuan Fang:
FedFusion: Manifold-Driven Federated Learning for Multi-Satellite and Multi-Modality Fusion. IEEE Trans. Geosci. Remote. Sens. 62: 1-13 (2024) - [j81]Yidan Liu, Jun Yue, Shaobo Xia, Pedram Ghamisi, Weiying Xie, Leyuan Fang:
Diffusion Models Meet Remote Sensing: Principles, Methods, and Perspectives. IEEE Trans. Geosci. Remote. Sens. 62: 1-22 (2024) - [j80]Jiayuan Tian, Jie Lei, Jiaqing Zhang, Weiying Xie, Yunsong Li:
SwiMDiff: Scene-Wide Matching Contrastive Learning With Diffusion Constraint for Remote Sensing Image. IEEE Trans. Geosci. Remote. Sens. 62: 1-13 (2024) - [j79]Weiying Xie, Yibing Lu, Daixun Li, Yunsong Li:
Ebbinghaus-Curve Guided Low-Rank Component-Induced Attention for Multisource Remote Sensing Classification. IEEE Trans. Geosci. Remote. Sens. 62: 1-12 (2024) - [j78]Weiying Xie, Zixuan Wang, Jitao Ma, Daixun Li, Yunsong Li:
RS-DGC: Exploring Neighborhood Statistics for Dynamic Gradient Compression on Remote Sensing Image Interpretation. IEEE Trans. Geosci. Remote. Sens. 62: 1-12 (2024) - [j77]Yinglong Yan, Jun Yue, Jiaxing Lin, Zhengyang Guo, Yi Fang, Zhenhao Li, Weiying Xie, Leyuan Fang:
When Vectorization Meets Change Detection. IEEE Trans. Geosci. Remote. Sens. 62: 1-14 (2024) - [j76]Jiaqing Zhang, Jie Lei, Weiying Xie, Kai Jiang, Xin Zhang, Mingxiang Cao, Yunsong Li:
Distribution-Aware Interactive Attention Network and Large-Scale Cloud Recognition Benchmark on FY-4A Satellite Image. IEEE Trans. Geosci. Remote. Sens. 62: 1-15 (2024) - [j75]Qiang Liu, Jun Yue, Yang Kuang, Weiying Xie, Leyuan Fang:
SemiRS-COC: Semi-Supervised Classification for Complex Remote Sensing Scenes With Cross-Object Consistency. IEEE Trans. Image Process. 33: 3855-3870 (2024) - [j74]Haonan Qin, Weiying Xie, Yunsong Li, Qian Du:
HTD-TS3: Weakly Supervised Hyperspectral Target Detection Based on Transformer via Spectral-Spatial Similarity. IEEE Trans. Neural Networks Learn. Syst. 35(11): 16816-16830 (2024) - [j73]Geng Yang, Jie Lei, Zhenman Fang, Yunsong Li, Jiaqing Zhang, Weiying Xie:
HyBNN: Quantifying and Optimizing Hardware Efficiency of Binary Neural Networks. ACM Trans. Reconfigurable Technol. Syst. 17(2): 25:1-25:24 (2024) - [c22]Daixun Li, Weiying Xie, Jiaqing Zhang, Yunsong Li:
MDFL: Multi-Domain Diffusion-Driven Feature Learning. AAAI 2024: 8653-8660 - [c21]Weiying Xie, Haowei Li, Jitao Ma, Yunsong Li, Jie Lei, Donglai Liu, Leyuan Fang:
JointSQ: Joint Sparsification-Quantization for Distributed Learning. CVPR 2024: 5778-5787 - [c20]Xin Zhang, Jiawei Du, Yunsong Li, Weiying Xie, Joey Tianyi Zhou:
Spanning Training Progress: Temporal Dual-Depth Scoring (TDDS) for Enhanced Dataset Pruning. CVPR 2024: 26213-26222 - [c19]Kai Jiang, Jiaxing Huang, Weiying Xie, Jie Lei, Yunsong Li, Ling Shao, Shijian Lu:
DA-BEV: Unsupervised Domain Adaptation for Bird's Eye View Perception. ECCV (82) 2024: 322-341 - [c18]Geng Yang, Jie Lei, Zhenman Fang, Jiaqing Zhang, Junrong Zhang, Weiying Xie, Yunsong Li:
E4SA: An Ultra-Efficient Systolic Array Architecture for 4-Bit Convolutional Neural Networks. FPGA 2024: 183 - [c17]Geng Yang, Jie Lei, Zhenman Fang, Jiaqing Zhang, Junrong Zhang, Weiying Xie, Yunsong Li:
SA4: A Comprehensive Analysis and Optimization of Systolic Array Architecture for 4-bit Convolutions. FPL 2024: 204-212 - [c16]Geng Yang, Yanyue Xie, Zhong Jia Xue, Sung-En Chang, Yanyu Li, Peiyan Dong, Jie Lei, Weiying Xie, Yanzhi Wang, Xue Lin, Zhenman Fang:
SDA: Low-Bit Stable Diffusion Acceleration on Edge FPGAs. FPL 2024: 264-273 - [c15]Ruofan Jia, Weiying Xie, Jie Lei, Yunsong Li:
Adaptive Hierarchical Aggregation for Federated Object Detection. ACM Multimedia 2024: 3732-3740 - [c14]Weiying Xie, Mei Yuan, Jitao Ma, Yunsong Li:
Adaptive Pruning of Channel Spatial Dependability in Convolutional Neural Networks. ACM Multimedia 2024: 6073-6082 - [c13]Hengyi Wang, Weiying Xie, Jitao Ma, Daixun Li, Yunsong Li:
FedSLS: Exploring Federated Aggregation in Saliency Latent Space. ACM Multimedia 2024: 7182-7190 - [i26]Jitao Ma, Weiying Xie, Yunsong Li:
Exploring Hyperspectral Anomaly Detection with Human Vision: A Small Target Aware Detector. CoRR abs/2401.01093 (2024) - [i25]Daixun Li, Weiying Xie, Zixuan Wang, Yibing Lu, Yunsong Li, Leyuan Fang:
FedDiff: Diffusion Model Driven Federated Learning for Multi-Modal and Multi-Clients. CoRR abs/2401.02433 (2024) - [i24]Jiaqing Zhang, Jie Lei, Weiying Xie, Geng Yang, Daixun Li, Yunsong Li:
Multimodal Informative ViT: Information Aggregation and Distribution for Hyperspectral and LiDAR Classification. CoRR abs/2401.03179 (2024) - [i23]Jiaqing Zhang, Jie Lei, Weiying Xie, Kai Jiang, Mingxiang Cao, Yunsong Li:
Distribution-aware Interactive Attention Network and Large-scale Cloud Recognition Benchmark on FY-4A Satellite Image. CoRR abs/2401.03182 (2024) - [i22]Jiayuan Tian, Jie Lei, Jiaqing Zhang, Weiying Xie, Yunsong Li:
SwiMDiff: Scene-wide Matching Contrastive Learning with Diffusion Constraint for Remote Sensing Image. CoRR abs/2401.05093 (2024) - [i21]Kai Jiang, Jiaxing Huang, Weiying Xie, Yunsong Li, Ling Shao, Shijian Lu:
Domain Adaptation for Large-Vocabulary Object Detectors. CoRR abs/2401.06969 (2024) - [i20]Kai Jiang, Jiaxing Huang, Weiying Xie, Yunsong Li, Ling Shao, Shijian Lu:
DA-BEV: Unsupervised Domain Adaptation for Bird's Eye View Perception. CoRR abs/2401.08687 (2024) - [i19]Jiaqing Zhang, Mingxiang Cao, Xue Yang, Weiying Xie, Jie Lei, Daixun Li, Geng Yang, Wenbo Huang, Yunsong Li:
EfficientMFD: Towards More Efficient Multimodal Synchronous Fusion Detection. CoRR abs/2403.09323 (2024) - [i18]Yidan Liu, Jun Yue, Shaobo Xia, Pedram Ghamisi, Weiying Xie, Leyuan Fang:
Diffusion Models Meet Remote Sensing: Principles, Methods, and Perspectives. CoRR abs/2404.08926 (2024) - [i17]Yidan Liu, Weiying Xie, Kai Jiang, Jiaqing Zhang, Yunsong Li, Leyuan Fang:
Hyperspectral Anomaly Detection with Self-Supervised Anomaly Prior. CoRR abs/2404.13342 (2024) - [i16]Weiying Xie, Yusi Zhang, Tianlin Hui, Jiaqing Zhang, Jie Lei, Yunsong Li:
FoRA: Low-Rank Adaptation Model beyond Multimodal Siamese Network. CoRR abs/2407.16129 (2024) - [i15]Shuran Ma, Weiying Xie, Daixun Li, Haowei Li, Yunsong Li:
Reducing Spurious Correlation for Federated Domain Generalization. CoRR abs/2407.19174 (2024) - [i14]Haowei Li, Weiying Xie, Hangyu Ye, Jitao Ma, Shuran Ma, Yunsong Li:
FedFQ: Federated Learning with Fine-Grained Quantization. CoRR abs/2408.08977 (2024) - [i13]Daixun Li, Weiying Xie, Mingxiang Cao, Yunke Wang, Jiaqing Zhang, Yunsong Li, Leyuan Fang, Chang Xu:
FusionSAM: Latent Space driven Segment Anything Model for Multimodal Fusion and Segmentation. CoRR abs/2408.13980 (2024) - 2023
- [j72]Haonan Qin, Weiying Xie, Yunsong Li, Kai Jiang, Jie Lei, Qian Du:
Weakly supervised adversarial learning via latent space for hyperspectral target detection. Pattern Recognit. 135: 109125 (2023) - [j71]Jiaqing Zhang, Jie Lei, Weiying Xie, Daixun Li:
Invariant Attribute-Driven Binary Bi-Branch Classification of Hyperspectral and LiDAR Images. Remote. Sens. 15(17): 4255 (2023) - [j70]Xin Zhang, Weiying Xie, Yunsong Li, Jie Lei, Qian Du:
Filter Pruning via Learned Representation Median in the Frequency Domain. IEEE Trans. Cybern. 53(5): 3165-3175 (2023) - [j69]Long Gao, Langkun Chen, Pan Liu, Yan Jiang, Weiying Xie, Yunsong Li:
A Transformer-Based Network for Hyperspectral Object Tracking. IEEE Trans. Geosci. Remote. Sens. 61: 1-11 (2023) - [j68]Long Gao, Pan Liu, Yan Jiang, Weiying Xie, Jie Lei, Yunsong Li, Qian Du:
CBFF-Net: A New Framework for Efficient and Accurate Hyperspectral Object Tracking. IEEE Trans. Geosci. Remote. Sens. 61: 1-14 (2023) - [j67]Jie Lei, Simin Xu, Weiying Xie, Jiaqing Zhang, Yunsong Li, Qian Du:
A Semantic Transferred Priori for Hyperspectral Target Detection With Spatial-Spectral Association. IEEE Trans. Geosci. Remote. Sens. 61: 1-14 (2023) - [j66]Yunsong Li, Kai Jiang, Weiying Xie, Jie Lei, Xin Zhang, Qian Du:
A Model-Driven Deep Mixture Network for Robust Hyperspectral Anomaly Detection. IEEE Trans. Geosci. Remote. Sens. 61: 1-16 (2023) - [j65]Yunsong Li, Haonan Qin, Weiying Xie:
HTDFormer: Hyperspectral Target Detection Based on Transformer With Distributed Learning. IEEE Trans. Geosci. Remote. Sens. 61: 1-15 (2023) - [j64]Chang Tang, Jun Wang, Xiao Zheng, Xinwang Liu, Weiying Xie, Xianju Li, Xinzhong Zhu:
Spatial and Spectral Structure Preserved Self-Representation for Unsupervised Hyperspectral Band Selection. IEEE Trans. Geosci. Remote. Sens. 61: 1-13 (2023) - [j63]Weiying Xie, Xiaoyi Fan, Xin Zhang, Yunsong Li, Min Sheng, Leyuan Fang:
Co-Compression via Superior Gene for Remote Sensing Scene Classification. IEEE Trans. Geosci. Remote. Sens. 61: 1-12 (2023) - [j62]Jiaqing Zhang, Jie Lei, Weiying Xie, Zhenman Fang, Yunsong Li, Qian Du:
SuperYOLO: Super Resolution Assisted Object Detection in Multimodal Remote Sensing Imagery. IEEE Trans. Geosci. Remote. Sens. 61: 1-15 (2023) - [j61]Jiaqing Zhang, Jie Lei, Weiying Xie, Yunsong Li, Geng Yang, Xiuping Jia:
Guided Hybrid Quantization for Object Detection in Remote Sensing Imagery via One-to-One Self-Teaching. IEEE Trans. Geosci. Remote. Sens. 61: 1-15 (2023) - [j60]Xin Zhang, Weiying Xie, Yunsong Li, Kai Jiang, Leyuan Fang:
REAF: Remembering Enhancement and Entropy-Based Asymptotic Forgetting for Filter Pruning. IEEE Trans. Image Process. 32: 3912-3923 (2023) - [j59]Jiaojiao Li, Chaoxiong Wu, Rui Song, Yunsong Li, Weiying Xie, Lihuo He, Xinbo Gao:
Deep Hybrid 2-D-3-D CNN Based on Dual Second-Order Attention With Camera Spectral Sensitivity Prior for Spectral Super-Resolution. IEEE Trans. Neural Networks Learn. Syst. 34(2): 623-634 (2023) - [c12]Wen-jin Guo, Weiying Xie, Kai Jiang, Yunsong Li, Jie Lei, Leyuan Fang:
Toward Stable, Interpretable, and Lightweight Hyperspectral Super-Resolution. CVPR 2023: 22272-22281 - [c11]Geng Yang, Jie Lei, Zhenman Fang, Yunsong Li, Jiaqing Zhang, Weiying Xie:
HyBNN: Quantifying and Optimizing Hardware Efficiency of Binary Neural Networks. FCCM 2023: 203 - [c10]Geng Yang, Jie Lei, Zhenman Fang, Yunsong Li, Jiaqing Zhang, Weiying Xie:
Journal Track Paper ICFPT 2023 : HyBNN: Quantifying and Optimizing Hardware Efficiency of Binary Neural Networks. ICFPT 2023: 3-4 - [i12]Jiaqing Zhang, Jie Lei, Weiying Xie, Yunsong Li, Xiuping Jia:
Guided Hybrid Quantization for Object detection in Multimodal Remote Sensing Imagery via One-to-one Self-teaching. CoRR abs/2301.00131 (2023) - [i11]Zhenglai Li, Chang Tang, Xianju Li, Weiying Xie, Kun Sun, Xinzhong Zhu:
Towards Accurate and Reliable Change Detection of Remote Sensing Images via Knowledge Review and Online Uncertainty Estimation. CoRR abs/2305.19513 (2023) - [i10]Jitao Ma, Weiying Xie, Yunsong Li, Leyuan Fang:
BSDM: Background Suppression Diffusion Model for Hyperspectral Anomaly Detection. CoRR abs/2307.09861 (2023) - [i9]Daixun Li, Weiying Xie, Jiaqing Zhang, Yunsong Li:
MDFL: Multi-domain Diffusion-driven Feature Learning. CoRR abs/2311.09520 (2023) - [i8]Daixun Li, Weiying Xie, Yunsong Li, Leyuan Fang:
FedFusion: Manifold Driven Federated Learning for Multi-satellite and Multi-modality Fusion. CoRR abs/2311.09540 (2023) - [i7]Xin Zhang, Jiawei Du, Yunsong Li, Weiying Xie, Joey Tianyi Zhou:
Spanning Training Progress: Temporal Dual-Depth Scoring (TDDS) for Enhanced Dataset Pruning. CoRR abs/2311.13613 (2023) - [i6]Weiying Xie, Xiaoyi Fan, Xin Zhang, Yunsong Li, Jie Lei, Leyuan Fang:
Physics Inspired Criterion for Pruning-Quantization Joint Learning. CoRR abs/2312.00851 (2023) - [i5]Mingxiang Cao, Jie Lei, Weiying Xie, Jiaqing Zhang, Daixun Li, Yunsong Li:
SAR-Net: Multi-scale Direction-aware SAR Network via Global Information Fusion. CoRR abs/2312.16943 (2023) - [i4]Weiying Xie, Zixuan Wang, Jitao Ma, Daixun Li, Yunsong Li:
RS-DGC: Exploring Neighborhood Statistics for Dynamic Gradient Compression on Remote Sensing Image Interpretation. CoRR abs/2312.17530 (2023) - 2022
- [j58]Jiaping Zhong, Yunsong Li, Weiying Xie, Jie Lei, Xiuping Jia:
Multi-Prior Twin Least-Square Network for Anomaly Detection of Hyperspectral Imagery. Remote. Sens. 14(12): 2859 (2022) - [j57]Jie Lei, Pan Liu, Weiying Xie, Long Gao, Yunsong Li, Qian Du:
Spatial-Spectral Cross-Correlation Embedded Dual-Transfer Network for Object Tracking Using Hyperspectral Videos. Remote. Sens. 14(15): 3512 (2022) - [j56]Gang He, Li Xu, Jie Lei, Weiying Xie, Yunsong Li, Yibo Fan, Jinjia Zhou:
Interlayer Restoration Deep Neural Network for Scalable High Efficiency Video Coding. IEEE Trans. Circuits Syst. Video Technol. 32(5): 3217-3234 (2022) - [j55]Kai Jiang, Weiying Xie, Jie Lei, Zan Li, Yunsong Li, Tao Jiang, Qian Du:
E2E-LIADE: End-to-End Local Invariant Autoencoding Density Estimation Model for Anomaly Target Detection in Hyperspectral Image. IEEE Trans. Cybern. 52(11): 11385-11396 (2022) - [j54]Wenqian Dong, Yufei Yang, Jiahui Qu, Weiying Xie, Yunsong Li:
Fusion of Hyperspectral and Panchromatic Images Using Generative Adversarial Network and Image Segmentation. IEEE Trans. Geosci. Remote. Sens. 60: 1-13 (2022) - [j53]Jie Lei, Yijie Gu, Weiying Xie, Yunsong Li, Qian Du:
Boundary Extraction Constrained Siamese Network for Remote Sensing Image Change Detection. IEEE Trans. Geosci. Remote. Sens. 60: 1-13 (2022) - [j52]Yunsong Li, Tao Jiang, Weiying Xie, Jie Lei, Qian Du:
Sparse Coding-Inspired GAN for Hyperspectral Anomaly Detection in Weakly Supervised Learning. IEEE Trans. Geosci. Remote. Sens. 60: 1-11 (2022) - [j51]Jiaojiao Li, Huanqing Zhang, Rui Song, Weiying Xie, Yunsong Li, Qian Du:
Structure-Guided Feature Transform Hybrid Residual Network for Remote Sensing Object Detection. IEEE Trans. Geosci. Remote. Sens. 60: 1-13 (2022) - [j50]Yidan Liu, Weiying Xie, Yunsong Li, Zan Li, Qian Du:
Dual-Frequency Autoencoder for Anomaly Detection in Transformed Hyperspectral Imagery. IEEE Trans. Geosci. Remote. Sens. 60: 1-13 (2022) - [j49]Jiahui Qu, Shaoxiong Hou, Wenqian Dong, Yunsong Li, Weiying Xie:
A Multilevel Encoder-Decoder Attention Network for Change Detection in Hyperspectral Images. IEEE Trans. Geosci. Remote. Sens. 60: 1-13 (2022) - [j48]Jiahui Qu, Yanzi Shi, Weiying Xie, Yunsong Li, Xianyun Wu, Qian Du:
MSSL: Hyperspectral and Panchromatic Images Fusion via Multiresolution Spatial-Spectral Feature Learning Networks. IEEE Trans. Geosci. Remote. Sens. 60: 1-13 (2022) - [j47]Weiying Xie, Shuran Fan, Jiahui Qu, Xianyun Wu, Yanli Lu, Qian Du:
Spectral Distribution-Aware Estimation Network for Hyperspectral Anomaly Detection. IEEE Trans. Geosci. Remote. Sens. 60: 1-12 (2022) - [j46]Geng Yang, Jie Lei, Weiying Xie, Zhenman Fang, Yunsong Li, Jiaxuan Wang, Xin Zhang:
Algorithm/Hardware Codesign for Real-Time On-Satellite CNN-Based Ship Detection in SAR Imagery. IEEE Trans. Geosci. Remote. Sens. 60: 1-18 (2022) - [j45]Xin Zhang, Weiying Xie, Yunsong Li, Jie Lei, Qian Du, Geng Yang:
Rank-Aware Generative Adversarial Network for Hyperspectral Band Selection. IEEE Trans. Geosci. Remote. Sens. 60: 1-12 (2022) - [j44]Tao Jiang, Weiying Xie, Yunsong Li, Jie Lei, Qian Du:
Weakly Supervised Discriminative Learning With Spectral Constrained Generative Adversarial Network for Hyperspectral Anomaly Detection. IEEE Trans. Neural Networks Learn. Syst. 33(11): 6504-6517 (2022) - [c9]Li Xu, Gang He, Jinjia Zhou, Jie Lei, Weiying Xie, Yunsong Li, Yu-Wing Tai:
Transcoded Video Restoration by Temporal Spatial Auxiliary Network. AAAI 2022: 2875-2883 - [c8]Haonan Qin, Weiying Xie, Yunsong Li, Qian Du:
HTD-VIT: Spectral-Spatial Joint Hyperspectral Target Detection with Vision Transformer. IGARSS 2022: 1967-1970 - [i3]Jun Yue, Leyuan Fang, Pedram Ghamisi, Weiying Xie, Jun Li, Jocelyn Chanussot, Antonio J. Plaza:
Optical Remote Sensing Image Understanding with Weak Supervision: Concepts, Methods, and Perspectives. CoRR abs/2204.09120 (2022) - [i2]Jiaqing Zhang, Jie Lei, Weiying Xie, Zhenman Fang, Yunsong Li, Qian Du:
SuperYOLO: Super Resolution Assisted Object Detection in Multimodal Remote Sensing Imagery. CoRR abs/2209.13351 (2022) - 2021
- [j43]Gang He, Chang Wu, Li Xu, Lei Li, Ziyao Xu, Weiying Xie, Yunsong Li:
An Efficient Video Coding System With an Adaptive Overfitted Multi-Scale Attention Network. IEEE Access 9: 64022-64032 (2021) - [j42]Jie Lei, Meiqi Li, Weiying Xie, Yunsong Li, Xiuping Jia:
Spectral mapping with adversarial learning for unsupervised hyperspectral change detection. Neurocomputing 465: 71-83 (2021) - [j41]Haonan Qin, Yunsong Li, Jie Lei, Weiying Xie, Zhuo Wang:
A Specially Optimized One-Stage Network for Object Detection in Remote Sensing Images. IEEE Geosci. Remote. Sens. Lett. 18(3): 401-405 (2021) - [j40]Weiying Xie, Jiaqing Zhang, Jie Lei, Yunsong Li, Xiuping Jia:
Self-spectral learning with GAN based spectral-spatial target detection for hyperspectral image. Neural Networks 142: 375-387 (2021) - [j39]Qian Du, Bo Tang, Weiying Xie, Wei Li:
Parallel and Distributed Computing for Anomaly Detection From Hyperspectral Remote Sensing Imagery. Proc. IEEE 109(8): 1306-1319 (2021) - [j38]Weiying Xie, Jie Lei, Shuo Fang, Yunsong Li, Xiuping Jia, Mingsuo Li:
Dual feature extraction network for hyperspectral image analysis. Pattern Recognit. 118: 107992 (2021) - [j37]Jiaojiao Li, Chaoxiong Wu, Rui Song, Yunsong Li, Weiying Xie:
Residual Augmented Attentional U-Shaped Network for Spectral Reconstruction from RGB Images. Remote. Sens. 13(1): 115 (2021) - [j36]Jie Lei, Geng Yang, Weiying Xie, Yunsong Li, Xiuping Jia:
A Low-Complexity Hyperspectral Anomaly Detection Algorithm and Its FPGA Implementation. IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens. 14: 907-921 (2021) - [j35]Weiying Xie, Xin Zhang, Yunsong Li, Jie Lei, Jiaojiao Li, Qian Du:
Weakly Supervised Low-Rank Representation for Hyperspectral Anomaly Detection. IEEE Trans. Cybern. 51(8): 3889-3900 (2021) - [j34]Weiying Xie, Yuhang Cui, Yunsong Li, Jie Lei, Qian Du, Jiaojiao Li:
HPGAN: Hyperspectral Pansharpening Using 3-D Generative Adversarial Networks. IEEE Trans. Geosci. Remote. Sens. 59(1): 463-477 (2021) - [j33]Jiaojiao Li, Chaoxiong Wu, Rui Song, Weiying Xie, Chiru Ge, Bo Li, Yunsong Li:
Hybrid 2-D-3-D Deep Residual Attentional Network With Structure Tensor Constraints for Spectral Super-Resolution of RGB Images. IEEE Trans. Geosci. Remote. Sens. 59(3): 2321-2335 (2021) - [j32]Jiaping Zhong, Weiying Xie, Yunsong Li, Jie Lei, Qian Du:
Characterization of Background-Anomaly Separability With Generative Adversarial Network for Hyperspectral Anomaly Detection. IEEE Trans. Geosci. Remote. Sens. 59(7): 6017-6028 (2021) - [c7]Kai Jiang, Weiying Xie, Jie Lei, Tao Jiang, Yunsong Li:
LREN: Low-Rank Embedded Network for Sample-Free Hyperspectral Anomaly Detection. AAAI 2021: 4139-4146 - [c6]Haonan Qin, Weiying Xie, Yunsong Li, Kai Jiang, Jie Lei, Qian Du:
PTGAN: A Proposal-Weighted Two-Stage GAN with Attention for Hyperspectral Target Detection. IGARSS 2021: 4428-4431 - [i1]Li Xu, Gang He, Jinjia Zhou, Jie Lei, Weiying Xie, Yunsong Li, Yu-Wing Tai:
Transcoded Video Restoration by Temporal Spatial Auxiliary Network. CoRR abs/2112.07948 (2021) - 2020
- [j31]Weiying Xie, Yunsong Li, Jie Lei, Jian Yang, Jiaojiao Li, Xiuping Jia, Zhen Li:
Unsupervised spectral mapping and feature selection for hyperspectral anomaly detection. Neural Networks 132: 144-154 (2020) - [j30]Weiying Xie, Jian Yang, Yunsong Li, Jie Lei, Jiaping Zhong, Jiaojiao Li:
Discriminative Feature Learning Constrained Unsupervised Network for Cloud Detection in Remote Sensing Imagery. Remote. Sens. 12(3): 456 (2020) - [j29]Xiaojun Li, Haowen Yan, Weiying Xie, Lu Kang, Yi Tian:
An Improved Pulse-Coupled Neural Network Model for Pansharpening. Sensors 20(10): 2764 (2020) - [j28]Weiying Xie, Xin Zhang, Yunsong Li, Keyan Wang, Qian Du:
Background Learning Based on Target Suppression Constraint for Hyperspectral Target Detection. IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens. 13: 5887-5897 (2020) - [j27]Weiying Xie, Jian Yang, Jie Lei, Yunsong Li, Qian Du, Gang He:
SRUN: Spectral Regularized Unsupervised Networks for Hyperspectral Target Detection. IEEE Trans. Geosci. Remote. Sens. 58(2): 1463-1474 (2020) - [j26]Weiying Xie, Jie Lei, Jian Yang, Yunsong Li, Qian Du, Zhen Li:
Deep Latent Spectral Representation Learning-Based Hyperspectral Band Selection for Target Detection. IEEE Trans. Geosci. Remote. Sens. 58(3): 2015-2026 (2020) - [j25]Weiying Xie, Baozhu Liu, Yunsong Li, Jie Lei, Chein-I Chang, Gang He:
Spectral Adversarial Feature Learning for Anomaly Detection in Hyperspectral Imagery. IEEE Trans. Geosci. Remote. Sens. 58(4): 2352-2365 (2020) - [j24]Weiying Xie, Yunsong Li, Jie Lei, Jian Yang, Chein-I Chang, Zhen Li:
Hyperspectral Band Selection for Spectral-Spatial Anomaly Detection. IEEE Trans. Geosci. Remote. Sens. 58(5): 3426-3436 (2020) - [j23]Tao Jiang, Yunsong Li, Weiying Xie, Qian Du:
Discriminative Reconstruction Constrained Generative Adversarial Network for Hyperspectral Anomaly Detection. IEEE Trans. Geosci. Remote. Sens. 58(7): 4666-4679 (2020) - [j22]Kai Jiang, Weiying Xie, Yunsong Li, Jie Lei, Gang He, Qian Du:
Semisupervised Spectral Learning With Generative Adversarial Network for Hyperspectral Anomaly Detection. IEEE Trans. Geosci. Remote. Sens. 58(7): 5224-5236 (2020) - [j21]Weiying Xie, Baozhu Liu, Yunsong Li, Jie Lei, Qian Du:
Autoencoder and Adversarial-Learning-Based Semisupervised Background Estimation for Hyperspectral Anomaly Detection. IEEE Trans. Geosci. Remote. Sens. 58(8): 5416-5427 (2020) - [j20]Jie Lei, Shuo Fang, Weiying Xie, Yunsong Li, Chein-I Chang:
Discriminative Reconstruction for Hyperspectral Anomaly Detection With Spectral Learning. IEEE Trans. Geosci. Remote. Sens. 58(10): 7406-7417 (2020) - [j19]Weiying Xie, Jie Lei, Yuhang Cui, Yunsong Li, Qian Du:
Hyperspectral Pansharpening With Deep Priors. IEEE Trans. Neural Networks Learn. Syst. 31(5): 1529-1543 (2020) - [c5]Gang He, Chang Wu, Lei Li, Jinjia Zhou, Xianglin Wang, Yunfei Zheng, Bing Yu, Weiying Xie:
A Video Compression Framework Using an Overfitted Restoration Neural Network. CVPR Workshops 2020: 593-597 - [c4]Tao Jiang, Weiying Xie, Yunsong Li, Qian Du:
Discriminative Semi-Supervised Generative Adversarial Network for Hyperspectral Anomaly Detection. IGARSS 2020: 2420-2423
2010 – 2019
- 2019
- [j18]Weiying Xie, Jie Lei, Baozhu Liu, Yunsong Li, Xiuping Jia:
Spectral constraint adversarial autoencoders approach to feature representation in hyperspectral anomaly detection. Neural Networks 119: 222-234 (2019) - [j17]Weiying Xie, Yanzi Shi, Yunsong Li, Xiuping Jia, Jie Lei:
High-quality spectral-spatial reconstruction using saliency detection and deep feature enhancement. Pattern Recognit. 88: 139-152 (2019) - [j16]Jie Lei, Lingyun Wu, Yunsong Li, Weiying Xie, Chein-I Chang, Jintao Zhang, Biying Huang:
A Novel FPGA-Based Architecture for Fast Automatic Target Detection in Hyperspectral Images. Remote. Sens. 11(2): 146 (2019) - [j15]Weiying Xie, Haonan Qin, Yunsong Li, Zhuo Wang, Jie Lei:
A Novel Effectively Optimized One-Stage Network for Object Detection in Remote Sensing Imagery. Remote. Sens. 11(11): 1376 (2019) - [j14]Gang He, Jiaping Zhong, Jie Lei, Yunsong Li, Weiying Xie:
Hyperspectral Pansharpening Based on Spectral Constrained Adversarial Autoencoder. Remote. Sens. 11(22): 2691 (2019) - [j13]Weiying Xie, Tao Jiang, Yunsong Li, Xiuping Jia, Jie Lei:
Structure Tensor and Guided Filtering-Based Algorithm for Hyperspectral Anomaly Detection. IEEE Trans. Geosci. Remote. Sens. 57(7): 4218-4230 (2019) - [j12]Weiying Xie, Xiuping Jia, Yunsong Li, Jie Lei:
Hyperspectral Image Super-Resolution Using Deep Feature Matrix Factorization. IEEE Trans. Geosci. Remote. Sens. 57(8): 6055-6067 (2019) - [j11]Kaiyan Li, Weiying Xie, Qian Du, Yunsong Li:
DDLPS: Detail-Based Deep Laplacian Pansharpening for Hyperspectral Imagery. IEEE Trans. Geosci. Remote. Sens. 57(10): 8011-8025 (2019) - [j10]Jie Lei, Weiying Xie, Jian Yang, Yunsong Li, Chein-I Chang:
Spectral-Spatial Feature Extraction for Hyperspectral Anomaly Detection. IEEE Trans. Geosci. Remote. Sens. 57(10): 8131-8143 (2019) - [c3]Zhuo Wang, Haonan Qin, Yunsong Li, Jie Lei, Weiying Xie:
SOON: Specifically Optimized One-Stage Network for Object Detection in Remote Sensing Imagery. ICTAI 2019: 531-538 - 2018
- [j9]Weiying Xie, Yunsong Li, Weiping Zhou, Yuxuan Zheng:
Efficient coarse-to-fine spectral rectification for hyperspectral image. Neurocomputing 275: 2490-2504 (2018) - [j8]Weiying Xie, Yunsong Li, Xiuping Jia:
Deep convolutional networks with residual learning for accurate spectral-spatial denoising. Neurocomputing 312: 372-381 (2018) - [j7]Weiying Xie, Yunsong Li, Jing Hu, Duan-Yu Chen:
Trainable spectral difference learning with spatial starting for hyperspectral image denoising. Neural Networks 108: 272-286 (2018) - 2017
- [j6]Yunsong Li, Jing Hu, Xi Zhao, Weiying Xie, Jiaojiao Li:
Hyperspectral image super-resolution using deep convolutional neural network. Neurocomputing 266: 29-41 (2017) - [j5]Weiying Xie, Yunsong Li, Weiping Zhou:
Hyperspectral image filtering with adaptive manifold for classification. J. Electronic Imaging 26(3): 33025 (2017) - [j4]Jing Hu, Yunsong Li, Weiying Xie:
Hyperspectral Image Super-Resolution by Spectral Difference Learning and Spatial Error Correction. IEEE Geosci. Remote. Sens. Lett. 14(10): 1825-1829 (2017) - [j3]Weiying Xie, Yunsong Li:
Hyperspectral Imagery Denoising by Deep Learning With Trainable Nonlinearity Function. IEEE Geosci. Remote. Sens. Lett. 14(11): 1963-1967 (2017) - [j2]Yunsong Li, Weiying Xie, Huaqing Li:
Hyperspectral image reconstruction by deep convolutional neural network for classification. Pattern Recognit. 63: 371-383 (2017) - [c2]Jing Hu, Yunsong Li, Xi Zhao, Weiying Xie:
A spatial constraint and deep learning based hyperspectral image super-resolution method. IGARSS 2017: 5129-5132 - 2016
- [j1]Weiying Xie, Yunsong Li, Yide Ma:
Breast mass classification in digital mammography based on extreme learning machine. Neurocomputing 173: 930-941 (2016) - 2014
- [c1]Zhaobin Wang, Xiaoguang Sun, Yide Ma, Hongjuan Zhang, Yurun Ma, Weiying Xie, Yaonan Zhang:
Plant recognition based on intersecting cortical model. IJCNN 2014: 975-980
Coauthor Index
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