Zhixi Feng

Publication Activity (10 Years)

Years Active: 2014-2024
Publications (10 Years): 61

Top Topics

Change Detection

Image Classification

Synthetic Aperture Radar

Top Venues

IEEE Trans. Geosci. Remote. Sens.

IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens.

Publications

Jianfeng Cai, Yue Ma, Zhixi Feng, Shuyuan Yang
Heterogeneous Network Based Contrastive Learning Method for PolSAR Land Cover Classification. CoRR (2024)
Quanwei Gao, Zhixi Feng, Shuyuan Yang, Zhihao Chang, Huixiao Meng
Heterogeneous Object-Level Aircraft Change Detection via Cross-Modal Interaction and Imbalanced Learning. IEEE Trans. Geosci. Remote. Sens. 62 (2024)
Hao Hu, Zhixi Feng, Ruoxue Li, Yue Ma, Shuyuan Yang
A Novel Cross-Sensor Self-Supervised Learning Method for Rotating Machinery Fault Diagnosis. ICASSP (2024)
Chen Yang, Huiling Liu, Shuyuan Yang, Zhixi Feng, Xiaogang Tang, Feng Zhang
Open-Set Radar Emitter Recognition via Deep Metric Autoencoder. IEEE Internet Things J. 11 (10) (2024)
Xuehu Liu, Zhixi Feng, Yue Ma, Shuyuan Yang, Zhihao Chang, Licheng Jiao
D3R-Net: Denoising Diffusion-Based Defense Restore Network for Adversarial Defense in Remote Sensing Scene Classification. IEEE Trans. Geosci. Remote. Sens. 62 (2024)
Licheng Jiao, Xue Song, Chao You, Xu Liu, Lingling Li, Puhua Chen, Xu Tang, Zhixi Feng, Fang Liu, Yuwei Guo, Shuyuan Yang, Yangyang Li, Xiangrong Zhang, Wenping Ma, Shuang Wang, Jing Bai, Biao Hou
AI meets physics: a comprehensive survey. Artif. Intell. Rev. 57 (9) (2024)
Shuyuan Yang, Ruoxue Li, Zhaoda Li, Huixiao Meng, Zhixi Feng, Guangjun He
Meta-Graph Representation Learning for PolSAR Image Classification. IEEE Trans. Geosci. Remote. Sens. 62 (2024)
Zhixi Feng, Hao Hu, Shuyuan Yang
Cross-Sensor Correlative Feature Learning and Fusion for Intelligent Fault Diagnosis. IEEE Trans. Ind. Informatics 20 (3) (2024)
Lei Zhai, Shuyuan Yang, Yitong Li, Zhixi Feng, Zhihao Chang, Quanwei Gao
Harnessing the Power of SVD: An SVA Module for Enhanced Signal Classification. AAAI (2024)
Zhixi Feng, Shilin Tong, Shuyuan Yang, Xinyu Zhang, Licheng Jiao
Pseudo-Label-Assisted Subdomain Adaptation for Hyperspectral Image Classification. IEEE Trans. Circuits Syst. Video Technol. 34 (6) (2024)
Licheng Jiao, Zhongjian Huang, Xu Liu, Yuting Yang, Mengru Ma, Jiaxuan Zhao, Chao You, Biao Hou, Shuyuan Yang, Fang Liu, Wenping Ma, Lingling Li, Puhua Chen, Zhixi Feng, Xu Tang, Yuwei Guo, Xiangrong Zhang, Dou Quan, Shuang Wang, Weibin Li, Jing Bai, Yangyang Li, Ronghua Shang, Jie Feng
Brain-Inspired Remote Sensing Interpretation: A Comprehensive Survey. IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens. 16 (2023)
Xinyu Zhang, Zhixi Feng, Shuyuan Yang, Yantao Wei, Liangliang Song, Lixia Yang, Licheng Jiao
Semantic Correntropy Representation for Hyperspectral Image Classification. IEEE Trans. Instrum. Meas. 72 (2023)
Mengru Ma, Wenping Ma, Licheng Jiao, Xu Liu, Lingling Li, Zhixi Feng, Fang Liu, Shuyuan Yang
A multimodal hyper-fusion transformer for remote sensing image classification. Inf. Fusion 96 (2023)
Jiawei Zhang, Tiantian Wang, Zhixi Feng, Shuyuan Yang
AMC-Net: An Effective Network for Automatic Modulation Classification. CoRR (2023)
Zhihao Chang, Shuyuan Yang, Zhixi Feng, Quanwei Gao, Shengzhe Wang, Yuyong Cui
Semantic-Relation Transformer for Visible and Infrared Fused Image Quality Assessment. Inf. Fusion 95 (2023)
Zhixi Feng, Qiang Wu, Shuyuan Yang
Temporal Local Correntropy Representation for Fault Diagnosis of Machines. IEEE Trans. Ind. Informatics 19 (12) (2023)
Jiawei Zhang, Tiantian Wang, Zhixi Feng, Shuyuan Yang
Toward the Automatic Modulation Classification With Adaptive Wavelet Network. IEEE Trans. Cogn. Commun. Netw. 9 (3) (2023)
Zhihao Chang, Zhixi Feng, Shuyuan Yang, Quanwei Gao
AFT: Adaptive Fusion Transformer for Visible and Infrared Images. IEEE Trans. Image Process. 32 (2023)
Xiaoqiang Lu, Licheng Jiao, Lingling Li, Fang Liu, Xu Liu, Shuyuan Yang, Zhixi Feng, Puhua Chen
Weak-to-Strong Consistency Learning for Semisupervised Image Segmentation. IEEE Trans. Geosci. Remote. Sens. 61 (2023)
Xinyu Zhang, Shuyuan Yang, Zhixi Feng, Liangliang Song, Yantao Wei, Licheng Jiao
Triple Contrastive Representation Learning for Hyperspectral Image Classification With Noisy Labels. IEEE Trans. Geosci. Remote. Sens. 61 (2023)
Shuyuan Yang, Tongqing Peng, Huiling Liu, Chen Yang, Zhixi Feng, Min Wang
Radar Emitter Identification with Multi-View Adaptive Fusion Network (MAFN). Remote. Sens. 15 (7) (2023)
Zhixi Feng, Xuehu Liu, Shuyuan Yang, Kai Zhang, Licheng Jiao
Hierarchical Feature Fusion and Selection for Hyperspectral Image Classification. IEEE Geosci. Remote. Sens. Lett. 20 (2023)
Zhi Liu, Shuyuan Yang, Zhixi Feng, Min Wang, Zhifan Yu
Deep Compressive Imaging With Meta-Learning. IEEE Trans. Instrum. Meas. 72 (2023)
Liangliang Song, Zhixi Feng, Shuyuan Yang, Xinyu Zhang, Licheng Jiao
Discrepant Bi-Directional Interaction Fusion Network for Hyperspectral and LiDAR Data Classification. IEEE Geosci. Remote. Sens. Lett. 20 (2023)
Licheng Jiao, Xin Zhang, Xu Liu, Fang Liu, Shuyuan Yang, Wenping Ma, Lingling Li, Puhua Chen, Zhixi Feng, Yuwei Guo, Xu Tang, Biao Hou, Xiangrong Zhang, Jing Bai, Dou Quan, Junpeng Zhang
Transformer Meets Remote Sensing Video Detection and Tracking: A Comprehensive Survey. IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens. 16 (2023)
Zhixi Feng, Liangliang Song, Shuyuan Yang, Xinyu Zhang, Licheng Jiao
Cross-Modal Contrastive Learning for Remote Sensing Image Classification. IEEE Trans. Geosci. Remote. Sens. 61 (2023)
Xiaoyang Hao, Zhixi Feng, Ruoyu Liu, Shuyuan Yang, Licheng Jiao, Rong Luo
Contrastive Self-Supervised Clustering for Specific Emitter Identification. IEEE Internet Things J. 10 (23) (2023)
Chenghong Xiao, Shuyuan Yang, Zhixi Feng
Complex-Valued Depthwise Separable Convolutional Neural Network for Automatic Modulation Classification. IEEE Trans. Instrum. Meas. 72 (2023)
Jiawei Zhang, Tiantian Wang, Zhixi Feng, Shuyuan Yang
AMC-Net: An Effective Network for Automatic Modulation Classification. ICASSP (2023)
Licheng Jiao, Zhongjian Huang, Xiaoqiang Lu, Xu Liu, Yuting Yang, Jiaxuan Zhao, Jinyue Zhang, Biao Hou, Shuyuan Yang, Fang Liu, Wenping Ma, Lingling Li, Xiangrong Zhang, Puhua Chen, Zhixi Feng, Xu Tang, Yuwei Guo, Dou Quan, Shuang Wang, Weibin Li, Jing Bai, Yangyang Li, Ronghua Shang, Jie Feng
Brain-Inspired Remote Sensing Foundation Models and Open Problems: A Comprehensive Survey. IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens. 16 (2023)
Junxiao Wang, Zhixi Feng, Yao Jiang, Shuyuan Yang, Huixiao Meng
Orientation Attention Network for semantic segmentation of remote sensing images. Knowl. Based Syst. 267 (2023)
Xiaoyang Hao, Zhixi Feng, Shuyuan Yang, Min Wang, Licheng Jiao
Automatic Modulation Classification via Meta-Learning. IEEE Internet Things J. 10 (14) (2023)
Yuting Yang, Licheng Jiao, Xu Liu, Fang Liu, Shuyuan Yang, Zhixi Feng, Xu Tang
Transformers Meet Visual Learning Understanding: A Comprehensive Review. CoRR (2022)
Chen Yang, Shuyuan Yang, Zhixi Feng, Min Wang
Quadruplet Convolution Neural Network With C3 Loss (C3-QCNN) for Signal Classification. IEEE Trans. Instrum. Meas. 71 (2022)
Huan Chen, Hongming Zhang, Zhixi Feng
Feature Learning and Change Feature Classification Based on Variational Auto-encoder for SAR Change Detection. IFIP TC12 ICIS (2022)
Zhi Liu, Shuyuan Yang, Quanwei Gao, Zhixi Feng, Min Wang, Licheng Jiao
AFnet and PAFnet: Fast and Accurate SAR Autofocus Based on Deep Learning. IEEE Trans. Geosci. Remote. Sens. 60 (2022)
Yinghui Xing, Shuyuan Yang, Zhixi Feng, Licheng Jiao
Dual-Collaborative Fusion Model for Multispectral and Panchromatic Image Fusion. IEEE Trans. Geosci. Remote. Sens. 60 (2022)
Liangliang Song, Zhixi Feng, Shuyuan Yang, Xinyu Zhang, Licheng Jiao
Self-Supervised Assisted Semi-Supervised Residual Network for Hyperspectral Image Classification. Remote. Sens. 14 (13) (2022)
Quanwei Gao, Zhixi Feng, Shuyuan Yang, Zhihao Chang, Ruyu Wang
Multi-Path Interactive Network for Aircraft Identification with Optical and SAR Images. Remote. Sens. 14 (16) (2022)
Xiaoqiang Lu, Licheng Jiao, Fang Liu, Shuyuan Yang, Xu Liu, Zhixi Feng, Lingling Li, Puhua Chen
Simple and Efficient: A Semisupervised Learning Framework for Remote Sensing Image Semantic Segmentation. IEEE Trans. Geosci. Remote. Sens. 60 (2022)
Ziyu Zhang, Zhixi Feng, Shuyuan Yang
Semi-Supervised Object Detection Framework with Object First Mixup for Remote Sensing Images. IGARSS (2021)
Hongbin Ma, Shuyuan Yang, Guangjun He, Ruowu Wu, Xiaojun Hao, Tingpeng Li, Zhixi Feng
Faking Signals to Fool Deep Neural Networks in AMC via Few Data Points. IEEE Access 9 (2021)
Zhixi Feng, Shuyuan Yang, Min Wang, Lichen Jiao
Learning Dual Geometric Low-Rank Structure for Semisupervised Hyperspectral Image Classification. IEEE Trans. Cybern. 51 (1) (2021)
Kai Zhang, Feng Zhang, Zhixi Feng, Jiande Sun, Quanyuan Wu
Fusion of Panchromatic and Multispectral Images Using Multiscale Convolution Sparse Decomposition. IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens. 14 (2021)
Feng Zhang, Kai Zhang, Jiande Sun, Zhixi Feng, Wenbo Wan, Quanyuan Wu
Hyperspectral Image Denoising Using 3-D Geometrical Kernel With Local Similarity Prior. IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens. 14 (2021)
Shihui Zhao, Shuyuan Yang, Zhi Liu, Zhixi Feng, Kai Zhang
Sparse flow adversarial model for robust image compression. Knowl. Based Syst. 229 (2021)
Zhi Liu, Shuyuan Yang, Zhixi Feng, Quanwei Gao, Min Wang
Fast SAR Autofocus Based on Ensemble Convolutional Extreme Learning Machine. Remote. Sens. 13 (14) (2021)
Shihui Zhao, Shuyuan Yang, Zhi Liu, Zhixi Feng, Xu Liu
Sparse Flow Adversarial Model For Robust Image Compression. ICASSP (2021)
Zhixi Feng, Shuyuan Yang, Xiaolong Wei, Quanwei Gao, Licheng Jiao
Regularized Sparse Band Selection via Learned Pairwise Agreement. IEEE Access 8 (2020)
Shuyuan Yang, Zhixi Feng, Min Wang, Kai Zhang
Self-Paced Learning-Based Probability Subspace Projection for Hyperspectral Image Classification. IEEE Trans. Neural Networks Learn. Syst. 30 (2) (2019)
Zhe Meng, Lingling Li, Licheng Jiao, Zhixi Feng, Xu Tang, Miaomiao Liang
Fully Dense Multiscale Fusion Network for Hyperspectral Image Classification. Remote. Sens. 11 (22) (2019)
Shuyuan Yang, Zhi Liu, Quanwei Gao, Yuteng Gao, Zhixi Feng
Extreme Self-Paced Learning Machine for On-Orbit SAR Images Change Detection. IEEE Access 7 (2019)
Licheng Jiao, Fan Zhang, Fang Liu, Shuyuan Yang, Lingling Li, Zhixi Feng, Rong Qu
A Survey of Deep Learning-based Object Detection. CoRR (2019)
Zhe Meng, Lingling Li, Xu Tang, Zhixi Feng, Licheng Jiao, Miaomiao Liang
Multipath Residual Network for Spectral-Spatial Hyperspectral Image Classification. Remote. Sens. 11 (16) (2019)
Licheng Jiao, Fan Zhang, Fang Liu, Shuyuan Yang, Lingling Li, Zhixi Feng, Rong Qu
A Survey of Deep Learning-Based Object Detection. IEEE Access 7 (2019)
Shuyuan Yang, Min Wang, Zhixi Feng, Zhi Liu, Rundong Li
Deep Sparse Tensor Filtering Network for Synthetic Aperture Radar Images Classification. IEEE Trans. Neural Networks Learn. Syst. 29 (8) (2018)
Zhixi Feng, Min Wang, Shuyuan Yang, Zhi Liu, Linzan Liu, Bin Wu, Hong Li
Superpixel Tensor Sparse Coding for Structural Hyperspectral Image Classification. IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens. 10 (4) (2017)
Shuyuan Yang, Hongjing Zhou, Min Wang, Zhixi Feng, Licheng Jiao
Fuzzy Signature-Based Discriminative Subspace Projection for Hyperspectral Data Classification. IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens. 9 (9) (2016)
Min Wang, Zhixi Feng, Shuyuan Yang
Spectral-Spatial KerSparseBands Selector. IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens. 9 (9) (2016)
Zhixi Feng, Min Wang, Shuyuan Yang, Licheng Jiao
Incremental Semi-Supervised classification of data streams via self-representative selection. Appl. Soft Comput. 47 (2016)
Hongying Liu, Xing Xing, Shigang Wang, Zhixi Feng, Erlei Zhang, Shuyuan Yang, Biao Hou, Licheng Jiao
Fast semi-supervised classification based on parallel auction graph for polarimetric SAR data. IGARSS (2016)
Zhixi Feng, Shuyuan Yang, Shigang Wang, Licheng Jiao
Discriminative Spectral-Spatial Margin-Based Semisupervised Dimensionality Reduction of Hyperspectral Data. IEEE Geosci. Remote. Sens. Lett. 12 (2) (2015)
Shigang Wang, Shuyuan Yang, Zhixi Feng, Licheng Jiao
Fast ship detection of synthetic aperture radar images via multi-view features and clustering. IJCNN (2014)
Shuyuan Yang, Lixia Yang, Zhixi Feng, Min Wang, Licheng Jiao
Sparse Ridgelet Kernel Regressor and its online sequential extreme learning. Neurocomputing 134 (2014)
Shuyuan Yang, Zhixi Feng, Yu Ren, Hongying Liu, Licheng Jiao
Semi-supervised classification via kernel low-rank representation graph. Knowl. Based Syst. 69 (2014)