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Leyuan Fang
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2020 – today
- 2024
- [j142]Hao Feng, Leyuan Fang, Shuaiyu Ding, Junwu Yu, Min He, Lin Tang:
Statistical adaptive modeling for kitchen waste detection in complex scenes. Appl. Soft Comput. 161: 111743 (2024) - [j141]Zhen Yang, Jun Yue, Pedram Ghamisi, Shiliang Zhang, Jiayi Ma, Leyuan Fang:
Open Set Recognition in Real World. Int. J. Comput. Vis. 132(8): 3208-3231 (2024) - [j140]Lihan Ouyang, Leyuan Fang, Qi Tang, Shuaiyu Ding, Junwu Yu, Jiaxing Lin, Lin Tang:
Prototypical contrastive learning based oriented detector for kitchen waste. Neurocomputing 601: 128239 (2024) - [j139]Jianhang Zhou, Hengmin Zhang, Shuyi Li, Bob Zhang, Leyuan Fang, David Zhang:
Dual low-rank structure embedding for robust visual information processing. Knowl. Based Syst. 296: 111821 (2024) - [j138]Jianhang Zhou, Qi Zhang, Shaoning Zeng, Bob Zhang, Leyuan Fang:
Latent Linear Discriminant Analysis for feature extraction via Isometric Structural Learning. Pattern Recognit. 149: 110218 (2024) - [j137]Yuhan Kang, Jie Wu, Qiang Liu, Jun Yue, Leyuan Fang:
Trans-Diff: Heterogeneous Domain Adaptation for Remote Sensing Segmentation With Transfer Diffusion. IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens. 17: 18413-18426 (2024) - [j136]Jie Wu, Leyuan Fang, Jun Yue:
TAKD: Target-Aware Knowledge Distillation for Remote Sensing Scene Classification. IEEE Trans. Circuits Syst. Video Technol. 34(9): 8188-8200 (2024) - [j135]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) - [j134]Yunsong Li, Xin Zhang, Weiying Xie, Jiaqing Zhang, Leyuan Fang, Jiawei Du:
Markov-PQ: Joint Pruning-Quantization via Learnable Markov Chain. IEEE Trans. Circuits Syst. Video Technol. 34(12): 12837-12848 (2024) - [j133]Ning Chen, Leyuan Fang, Yang Xia, Shaobo Xia, Hui Liu, Jun Yue:
Spectral Query Spatial: Revisiting the Role of Center Pixel in Transformer for Hyperspectral Image Classification. IEEE Trans. Geosci. Remote. Sens. 62: 1-14 (2024) - [j132]Ning Chen, Zhou Huang, Xia Yue, Anfeng Liu, Meiyun Lu, Jun Yue, Leyuan Fang:
SVAFormer: Integrating Random and Hierarchical Spectral View Attention for Hyperspectral Image Classification. IEEE Trans. Geosci. Remote. Sens. 62: 1-13 (2024) - [j131]Leyuan Fang, Yiqi Jiang, Hongfeng Yu, Yingying Zhang, Jun Yue:
Point Label Meets Remote Sensing Change Detection: A Consistency-Aligned Regional Growth Network. IEEE Trans. Geosci. Remote. Sens. 62: 1-11 (2024) - [j130]Wei Fu, Kai Xie, Leyuan Fang:
Complementarity-Aware Local-Global Feature Fusion Network for Building Extraction in Remote Sensing Images. IEEE Trans. Geosci. Remote. Sens. 62: 1-13 (2024) - [j129]Kan Huang, Leyuan Fang, Chunwei Tian:
Learning to Adapt Using Test-Time Images for Salient Object Detection in Optical Remote Sensing Images. IEEE Trans. Geosci. Remote. Sens. 62: 1-14 (2024) - [j128]Ben Li, Leyuan Fang, Ning Chen, Jitong Kang, Jun Yue:
Enhancing Hyperspectral Image Classification: Leveraging Unsupervised Information With Guided Group Contrastive Learning. IEEE Trans. Geosci. Remote. Sens. 62: 1-17 (2024) - [j127]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) - [j126]Qiang Liu, Jun Yue, Yi Fang, Shaobo Xia, Leyuan Fang:
HyperMamba: A Spectral-Spatial Adaptive Mamba for Hyperspectral Image Classification. IEEE Trans. Geosci. Remote. Sens. 62: 1-14 (2024) - [j125]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) - [j124]Jie Xie, Leyuan Fang, Cheng Wu, Feng Xie, Jocelyn Chanussot:
Blind Spectral Super-Resolution by Estimating Spectral Degradation Between Unpaired Images. IEEE Trans. Geosci. Remote. Sens. 62: 1-14 (2024) - [j123]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) - [j122]Aitao Yang, Min Li, Yao Ding, Leyuan Fang, Yaoming Cai, Yujie He:
GraphMamba: An Efficient Graph Structure Learning Vision Mamba for Hyperspectral Image Classification. IEEE Trans. Geosci. Remote. Sens. 62: 1-14 (2024) - [j121]Bin Yang, Zhulian Wang, Xinxin Liu, Leyuan Fang, Licheng Liu:
Reciprocal Transformation-Based Joint Deep and Broad Learning for Change Detection With Heterogeneous Images. IEEE Trans. Geosci. Remote. Sens. 62: 1-14 (2024) - [j120]Xia Yue, Anfeng Liu, Ning Chen, Shaobo Xia, Jun Yue, Leyuan Fang:
HyperMLL: Toward Robust Hyperspectral Image Classification With Multisource Label Learning. IEEE Trans. Geosci. Remote. Sens. 62: 1-15 (2024) - [j119]Ruijun Ma, Yaoxuan Zhang, Bob Zhang, Leyuan Fang, Dong Huang, Long Qi:
Learning Attention in the Frequency Domain for Flexible Real Photograph Denoising. IEEE Trans. Image Process. 33: 3707-3721 (2024) - [j118]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) - [j117]Bin Yang, Yin Mao, Licheng Liu, Leyuan Fang, Xinxin Liu:
Change Representation and Extraction in Stripes: Rethinking Unsupervised Hyperspectral Image Change Detection With an Untrained Network. IEEE Trans. Image Process. 33: 5098-5113 (2024) - [j116]Leyuan Fang, Peng Zhou, Xinxin Liu, Pedram Ghamisi, Si-Wei Chen:
Context Enhancing Representation for Semantic Segmentation in Remote Sensing Images. IEEE Trans. Neural Networks Learn. Syst. 35(3): 4138-4152 (2024) - [j115]Xin Zhang, Weiying Xie, Yunsong Li, Jie Lei, Kai Jiang, Leyuan Fang, Qian Du:
Block-Wise Partner Learning for Model Compression. IEEE Trans. Neural Networks Learn. Syst. 35(12): 17582-17595 (2024) - [j114]Mingkui Tan, Zhiquan Wen, Leyuan Fang, Qi Wu:
Transformer-Based Relational Inference Network for Complex Visual Relational Reasoning. ACM Trans. Multim. Comput. Commun. Appl. 20(1): 10:1-10:23 (2024) - [c30]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 - [c29]Wei Fu, Kai Xie, Xingbei Du, Leyuan Fang:
Semantic Alignment Network For Building Extraction From Remote Sensing Images. IGARSS 2024: 8127-8130 - [c28]Hebaixu Wang, Hao Zhang, Xunpeng Yi, Xinyu Xiang, Leyuan Fang, Jiayi Ma:
TeRF: Text-driven and Region-aware Flexible Visible and Infrared Image Fusion. ACM Multimedia 2024: 935-944 - [i22]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) - [i21]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) - [i20]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) - [i19]Aitao Yang, Min Li, Yao Ding, Leyuan Fang, Yaoming Cai, Yujie He:
GraphMamba: An Efficient Graph Structure Learning Vision Mamba for Hyperspectral Image Classification. CoRR abs/2407.08255 (2024) - [i18]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) - [i17]Yuhan Kang, Qingpeng Li, Leyuan Fang, Jian Zhao, Xuelong Li:
SurANet: Surrounding-Aware Network for Concealed Object Detection via Highly-Efficient Interactive Contrastive Learning Strategy. CoRR abs/2410.06842 (2024) - [i16]Qingpeng Li, Yuxin Zhang, Leyuan Fang, Yuhan Kang, Shutao Li, Xiao Xiang Zhu:
DREB-Net: Dual-stream Restoration Embedding Blur-feature Fusion Network for High-mobility UAV Object Detection. CoRR abs/2410.17822 (2024) - [i15]Ruofan Jia, Weiying Xie, Jie Lei, Haonan Qin, Jitao Ma, Leyuan Fang:
Towards Efficient Model-Heterogeneity Federated Learning for Large Models. CoRR abs/2411.16796 (2024) - 2023
- [j113]Guancheng Wang, Zhihao Hao, Bob Zhang, Leyuan Fang, Dianhui Mao:
A robust newton iterative algorithm for acoustic location based on solving linear matrix equations in the presence of various noises. Appl. Intell. 53(2): 1219-1232 (2023) - [j112]Ashkan Abbasi, Amirhassan Monadjemi, Leyuan Fang, Hossein Rabbani, Bhavna Josephine Antony, Hiroshi Ishikawa:
Mixed multiscale BM4D for three-dimensional optical coherence tomography denoising. Comput. Biol. Medicine 155: 106658 (2023) - [j111]Jie Wu, Runmin Cong, Leyuan Fang, Chunle Guo, Bob Zhang, Pedram Ghamisi:
Unpaired remote sensing image super-resolution with content-preserving weak supervision neural network. Sci. China Inf. Sci. 66(1) (2023) - [j110]Zhihao Hao, Guancheng Wang, Bob Zhang, Leyuan Fang, Haisheng Li:
An Isomerism Learning Model to Solve Time-Varying Problems Through Intelligent Collaboration. IEEE CAA J. Autom. Sinica 10(8): 1772-1774 (2023) - [j109]Hui Wang, Guangcheng Wang, Wenjun Xia, Ziyuan Yang, Hui Yu, Leyuan Fang, Yi Zhang:
Blind Image Quality Assessment via Deep Response Feature Decomposition and Aggregation. IEEE J. Sel. Top. Signal Process. 17(6): 1165-1177 (2023) - [j108]Yong Dai, Weiwei Song, Zhi Gao, Leyuan Fang:
Global-guided weakly-supervised learning for multi-label image classification. J. Vis. Commun. Image Represent. 93: 103823 (2023) - [j107]Linshan Wu, Leyuan Fang, Xingxin He, Min He, Jiayi Ma, Zhun Zhong:
Querying Labeled for Unlabeled: Cross-Image Semantic Consistency Guided Semi-Supervised Semantic Segmentation. IEEE Trans. Pattern Anal. Mach. Intell. 45(7): 8827-8844 (2023) - [j106]Junzhe Lu, Guangjun He, Hongkun Dou, Qing Gao, Leyuan Fang, Yue Deng:
ScoreSeg: Leveraging Score-Based Generative Model for Self-Supervised Semantic Segmentation of Remote Sensing. IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens. 16: 8818-8833 (2023) - [j105]Ruijun Ma, Shuyi Li, Bob Zhang, Leyuan Fang, Zhengming Li:
Flexible and Generalized Real Photograph Denoising Exploiting Dual Meta Attention. IEEE Trans. Cybern. 53(10): 6395-6407 (2023) - [j104]Ning Chen, Jun Yue, Leyuan Fang, Shaobo Xia:
SpectralDiff: A Generative Framework for Hyperspectral Image Classification With Diffusion Models. IEEE Trans. Geosci. Remote. Sens. 61: 1-16 (2023) - [j103]Leyuan Fang, Yifan Jiang, Yinglong Yan, Jun Yue, Yue Deng:
Hyperspectral Image Instance Segmentation Using Spectral-Spatial Feature Pyramid Network. IEEE Trans. Geosci. Remote. Sens. 61: 1-13 (2023) - [j102]Leyuan Fang, Yang Kuang, Qiang Liu, Yi Yang, Jun Yue:
Rethinking Remote Sensing Pretrained Model: Instance-Aware Visual Prompting for Remote Sensing Scene Classification. IEEE Trans. Geosci. Remote. Sens. 61: 1-13 (2023) - [j101]Leyuan Fang, Yinglong Yan, Jun Yue, Yue Deng:
Toward the Vectorization of Hyperspectral Imagery. IEEE Trans. Geosci. Remote. Sens. 61: 1-14 (2023) - [j100]Qiang Liu, Min He, Yang Kuang, Linshan Wu, Jun Yue, Leyuan Fang:
A Multi-Level Label-Aware Semi-Supervised Framework for Remote Sensing Scene Classification. IEEE Trans. Geosci. Remote. Sens. 61: 1-12 (2023) - [j99]Lihan Ouyang, Guangmiao Guo, Leyuan Fang, Pedram Ghamisi, Jun Yue:
PCLDet: Prototypical Contrastive Learning for Fine-Grained Object Detection in Remote Sensing Images. IEEE Trans. Geosci. Remote. Sens. 61: 1-11 (2023) - [j98]Weiwei Song, Yong Dai, Zhi Gao, Leyuan Fang, Yongjun Zhang:
Hashing-Based Deep Metric Learning for the Classification of Hyperspectral and LiDAR Data. IEEE Trans. Geosci. Remote. Sens. 61: 1-13 (2023) - [j97]Shao Xiang, Qiaokang Liang, Leyuan Fang:
Discrete Wavelet Transform-Based Gaussian Mixture Model for Remote Sensing Image Compression. IEEE Trans. Geosci. Remote. Sens. 61: 1-12 (2023) - [j96]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) - [j95]Bo Peng, Yuxuan Yao, Jianjun Lei, Leyuan Fang, Qingming Huang:
Graph-Based Structural Deep Spectral-Spatial Clustering for Hyperspectral Image. IEEE Trans. Instrum. Meas. 72: 1-12 (2023) - [j94]Xingxin He, Zhun Zhong, Leyuan Fang, Min He, Nicu Sebe:
Structure-Guided Cross-Attention Network for Cross-Domain OCT Fluid Segmentation. IEEE Trans. Image Process. 32: 309-320 (2023) - [j93]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) - [j92]Jie Wu, Dingshun Zhu, Leyuan Fang, Yue Deng, Zhun Zhong:
Efficient Layer Compression Without Pruning. IEEE Trans. Image Process. 32: 4689-4700 (2023) - [j91]Jun Yue, Leyuan Fang, Shaobo Xia, Yue Deng, Jiayi Ma:
Dif-Fusion: Toward High Color Fidelity in Infrared and Visible Image Fusion With Diffusion Models. IEEE Trans. Image Process. 32: 5705-5720 (2023) - [c27]Linshan Wu, Zhun Zhong, Leyuan Fang, Xingxin He, Qiang Liu, Jiayi Ma, Hao Chen:
Sparsely Annotated Semantic Segmentation with Adaptive Gaussian Mixtures. CVPR 2023: 15454-15464 - [c26]Yifan Lu, Jiayi Ma, Leyuan Fang, Xin Tian, Junjun Jiang:
Robust and Scalable Gaussian Process Regression and Its Applications. CVPR 2023: 21950-21959 - [c25]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 - [c24]Weiwei Song, Zhi Gao, Leyuan Fang, Yongjun Zhang:
A New Multi-Level Attention Feature Fusion Method for Hyperspectral and Lidar Data Joint Classification. IGARSS 2023: 5978-5981 - [i14]Jun Yue, Leyuan Fang, Shaobo Xia, Yue Deng, Jiayi Ma:
Dif-Fusion: Towards High Color Fidelity in Infrared and Visible Image Fusion with Diffusion Models. CoRR abs/2301.08072 (2023) - [i13]Ning Chen, Jun Yue, Leyuan Fang, Shaobo Xia:
SpectralDiff: Hyperspectral Image Classification with Spectral-Spatial Diffusion Models. CoRR abs/2304.05961 (2023) - [i12]Jitao Ma, Weiying Xie, Yunsong Li, Leyuan Fang:
BSDM: Background Suppression Diffusion Model for Hyperspectral Anomaly Detection. CoRR abs/2307.09861 (2023) - [i11]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) - [i10]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) - [i9]Shaobo Xia, Jun Yue, Kacper Kania, Leyuan Fang, Andrea Tagliasacchi, Kwang Moo Yi, Weiwei Sun:
Densify Your Labels: Unsupervised Clustering with Bipartite Matching for Weakly Supervised Point Cloud Segmentation. CoRR abs/2312.06799 (2023) - 2022
- [j90]Leyuan Fang, Dingshun Zhu, Jun Yue, Bob Zhang, Min He:
Geometric-Spectral Reconstruction Learning for Multi-Source Open-Set Classification With Hyperspectral and LiDAR Data. IEEE CAA J. Autom. Sinica 9(10): 1892-1895 (2022) - [j89]Minghui Wang, Qingpeng Li, Yunchao Gu, Leyuan Fang, Xiao Xiang Zhu:
SCAF-Net: Scene Context Attention-Based Fusion Network for Vehicle Detection in Aerial Imagery. IEEE Geosci. Remote. Sens. Lett. 19: 1-5 (2022) - [j88]Leyuan Fang, Jiahuan Guo, Xingxin He, Muxing Li:
Self-supervised patient-specific features learning for OCT image classification. Medical Biol. Eng. Comput. 60(10): 2851-2863 (2022) - [j87]Yaowei Wang, Zhouxin Yang, Rui Liu, Deng Li, Yuandu Lai, Lihan Ouyang, Leyuan Fang, Yahong Han:
Multi-attribute object detection benchmark for smart city. Multim. Syst. 28(6): 2423-2435 (2022) - [j86]Tan Guo, Fulin Luo, Leyuan Fang, Bob Zhang:
Meta-Pixel-Driven Embeddable Discriminative Target and Background Dictionary Pair Learning for Hyperspectral Target Detection. Remote. Sens. 14(3): 481 (2022) - [j85]Ziwen Kan, Suhang Li, Mingzheng Hou, Leyuan Fang, Yi Zhang:
Attention-Based Octave Network for Hyperspectral Image Denoising. IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens. 15: 1089-1102 (2022) - [j84]Jiahui Ni, Zhimin Shao, Zhongzhou Zhang, Mingzheng Hou, Jiliu Zhou, Leyuan Fang, Yi Zhang:
LDP-Net: An Unsupervised Pansharpening Network Based on Learnable Degradation Processes. IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens. 15: 5468-5479 (2022) - [j83]Lihan Ouyang, Leyuan Fang, Xinyu Ji:
Multigranularity Self-Attention Network for Fine-Grained Ship Detection in Remote Sensing Images. IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens. 15: 9722-9732 (2022) - [j82]Runmin Cong, Yumo Zhang, Leyuan Fang, Jun Li, Yao Zhao, Sam Kwong:
RRNet: Relational Reasoning Network With Parallel Multiscale Attention for Salient Object Detection in Optical Remote Sensing Images. IEEE Trans. Geosci. Remote. Sens. 60: 1-11 (2022) - [j81]Zezhou Li, Jun Yue, Leyuan Fang:
Adaptive Regional Multiple Features for Large-Scale High-Resolution Remote Sensing Image Registration. IEEE Trans. Geosci. Remote. Sens. 60: 1-13 (2022) - [j80]Ming Lu, Leyuan Fang, Muxing Li, Bob Zhang, Yi Zhang, Pedram Ghamisi:
NFANet: A Novel Method for Weakly Supervised Water Extraction From High-Resolution Remote-Sensing Imagery. IEEE Trans. Geosci. Remote. Sens. 60: 1-14 (2022) - [j79]Ting Lu, Yaochen Hu, Wei Fu, Kexing Ding, Beifang Bai, Leyuan Fang:
SCL-Net: An End-to-End Supervised Contrastive Learning Network for Hyperspectral Image Classification. IEEE Trans. Geosci. Remote. Sens. 60: 1-12 (2022) - [j78]Linshan Wu, Ming Lu, Leyuan Fang:
Deep Covariance Alignment for Domain Adaptive Remote Sensing Image Segmentation. IEEE Trans. Geosci. Remote. Sens. 60: 1-11 (2022) - [j77]Jie Xie, Leyuan Fang, Bob Zhang, Jocelyn Chanussot, Shutao Li:
Super Resolution Guided Deep Network for Land Cover Classification From Remote Sensing Images. IEEE Trans. Geosci. Remote. Sens. 60: 1-12 (2022) - [j76]Jun Yue, Leyuan Fang, Hossein Rahmani, Pedram Ghamisi:
Self-Supervised Learning With Adaptive Distillation for Hyperspectral Image Classification. IEEE Trans. Geosci. Remote. Sens. 60: 1-13 (2022) - [j75]Jun Yue, Dingshun Zhu, Leyuan Fang, Pedram Ghamisi, Yaowei Wang:
Adaptive Spatial Pyramid Constraint for Hyperspectral Image Classification With Limited Training Samples. IEEE Trans. Geosci. Remote. Sens. 60: 1-14 (2022) - [j74]Ying Zhang, Puhong Duan, Jianxu Mao, Xudong Kang, Leyuan Fang, Pedram Ghamisi:
Contour Structural Profiles: An Edge-Aware Feature Extractor for Hyperspectral Image Classification. IEEE Trans. Geosci. Remote. Sens. 60: 1-14 (2022) - [j73]Xingxin He, Leyuan Fang, Mingkui Tan, Xiangdong Chen:
Intra- and Inter-Slice Contrastive Learning for Point Supervised OCT Fluid Segmentation. IEEE Trans. Image Process. 31: 1870-1881 (2022) - [j72]Jun Yue, Leyuan Fang, Min He:
Spectral-Spatial Latent Reconstruction for Open-Set Hyperspectral Image Classification. IEEE Trans. Image Process. 31: 5227-5241 (2022) - [j71]Linshan Wu, Leyuan Fang, Jun Yue, Bob Zhang, Pedram Ghamisi, Min He:
Deep Bilateral Filtering Network for Point-Supervised Semantic Segmentation in Remote Sensing Images. IEEE Trans. Image Process. 31: 7419-7434 (2022) - [i8]Ming Lu, Leyuan Fang, Muxing Li, Bob Zhang, Yi Zhang, Pedram Ghamisi:
NFANet: A Novel Method for Weakly Supervised Water Extraction from High-Resolution Remote Sensing Imagery. CoRR abs/2201.03686 (2022) - [i7]Yaowei Wang, Zhouxin Yang, Rui Liu, Deng Li, Yuandu Lai, Leyuan Fang, Yahong Han:
Peng Cheng Object Detection Benchmark for Smart City. CoRR abs/2203.05949 (2022) - [i6]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) - 2021
- [j70]Ran Cao, Leyuan Fang, Ting Lu, Nanjun He:
Self-Attention-Based Deep Feature Fusion for Remote Sensing Scene Classification. IEEE Geosci. Remote. Sens. Lett. 18(1): 43-47 (2021) - [j69]Jie Xie, Nanjun He, Leyuan Fang, Pedram Ghamisi:
Multiscale Densely-Connected Fusion Networks for Hyperspectral Images Classification. IEEE Trans. Circuits Syst. Video Technol. 31(1): 246-259 (2021) - [j68]Jianjun Lei, Xinyu Li, Bo Peng, Leyuan Fang, Nam Ling, Qingming Huang:
Deep Spatial-Spectral Subspace Clustering for Hyperspectral Image. IEEE Trans. Circuits Syst. Video Technol. 31(7): 2686-2697 (2021) - [j67]Anjing Guo, Leyuan Fang, Min Qi, Shutao Li:
Unsupervised Denoising of Optical Coherence Tomography Images With Nonlocal-Generative Adversarial Network. IEEE Trans. Instrum. Meas. 70: 1-12 (2021) - [j66]Xingxin He, Ying Deng, Leyuan Fang, Qinghua Peng:
Multi-Modal Retinal Image Classification With Modality-Specific Attention Network. IEEE Trans. Medical Imaging 40(6): 1591-1602 (2021) - [j65]Yongqiang Huang, Wenjun Xia, Zexin Lu, Yan Liu, Hu Chen, Jiliu Zhou, Leyuan Fang, Yi Zhang:
Noise-Powered Disentangled Representation for Unsupervised Speckle Reduction of Optical Coherence Tomography Images. IEEE Trans. Medical Imaging 40(10): 2600-2614 (2021) - [j64]He Zhao, Yuexiang Li, Nanjun He, Kai Ma, Leyuan Fang, Huiqi Li, Yefeng Zheng:
Anomaly Detection for Medical Images Using Self-Supervised and Translation-Consistent Features. IEEE Trans. Medical Imaging 40(12): 3641-3651 (2021) - [c23]Ming Lu, Leyuan Fang, Yi Zhang:
Point-Based Weakly Supervised Deep Learning for Water Extraction from High-Resolution Remote Sensing Imagery. CIKM Workshops 2021 - [c22]Guangmiao Guo, Leyuan Fang, Jun Yue:
Oriented Spatial Correlative Aligned Feature for Remote Sensing Object Detection. IGARSS 2021: 5319-5322 - [i5]