Realization of CUDA-based real-time registration and target localization for high-resolution video images. - Xiyang Zhi; Junhua Yan; Yiqing Hang; Shunfei Wang (J. Real Time Image Process., 2019)

Fusing deep learning and statistical visual features for no-reference image quality assessment. - Yin Zhang; Junhua Yan; Xuan Du; Xuehan Bai; Xiyang Zhi; Ping Hou; Yue Ma (J. Electronic Imaging, 2020)

Salient Ship Detection via Background Prior and Foreground Constraint in Remote Sensing Images. - Jianming Hu; Xiyang Zhi; Wei Zhang 220; Longfei Ren; Lorenzo Bruzzone (Remote. Sens., 2020)

Ship Detection via Dilated Rate Search and Attention-Guided Feature Representation. - Jianming Hu; Xiyang Zhi; Tianjun Shi; Lijian Yu; Wei Zhang 220 (Remote. Sens., 2021)

PAG-YOLO: A Portable Attention-Guided YOLO Network for Small Ship Detection. - Jianming Hu; Xiyang Zhi; Tianjun Shi; Wei Zhang 220; Yang Cui; Shenggang Zhao (Remote. Sens., 2021)

Small-Sized Vehicle Detection in Remote Sensing Image Based on Keypoint Detection. - Lijian Yu; Xiyang Zhi; Jianming Hu; Shikai Jiang; Wei Zhang 220; Wenbin Chen 007 (Remote. Sens., 2021)

Influence of Space Variability on Remote Sensing Image Restoration Performances. - Shikai Jiang; Xiyang Zhi; Tianjun Shi; Jianming Hu; Wei Zhang 220; Jinnan Gong (IEEE Geosci. Remote. Sens. Lett., 2022)

Feature-Enhanced CenterNet for Small Object Detection in Remote Sensing Images. - Tianjun Shi; Jinnan Gong; Jianming Hu; Xiyang Zhi; Wei Zhang 220; Yin Zhang; Pengfei Zhang 011; Guangzheng Bao (Remote. Sens., 2022)

Supervised Multi-Scale Attention-Guided Ship Detection in Optical Remote Sensing Images. - Jianming Hu; Xiyang Zhi; Shikai Jiang; Hao Tang 005; Wei Zhang 220; Lorenzo Bruzzone (IEEE Trans. Geosci. Remote. Sens., 2022)

Global Information Transmission Model-Based Multiobjective Image Inversion Restoration Method for Space Diffractive Membrane Imaging Systems. - Shikai Jiang; Xiyang Zhi; Wei Zhang 220; Dawei Wang 007; Jianming Hu; Chao Tian (IEEE Trans. Geosci. Remote. Sens., 2022)

Local Adaptive Prior-Based Image Restoration Method for Space Diffraction Imaging Systems. - Shikai Jiang; Jianming Hu; Xiyang Zhi; Wei Zhang 220; Dawei Wang 007; Xiaogang Sun (IEEE Trans. Geosci. Remote. Sens., 2023)

Adaptive Feature Fusion With Attention-Guided Small Target Detection in Remote Sensing Images. - Tianjun Shi; Jinnan Gong; Jianming Hu; Xiyang Zhi; Guiyi Zhu; Binhuan Yuan; Yu Sun 028; Wei Zhang 220 (IEEE Trans. Geosci. Remote. Sens., 2023)

Complex Optical Remote-Sensing Aircraft Detection Dataset and Benchmark. - Tianjun Shi; Jinnan Gong; Shikai Jiang; Xiyang Zhi; Guangzhen Bao; Yu Sun 028; Wei Zhang 220 (IEEE Trans. Geosci. Remote. Sens., 2023)

Imaging Simulation Method for Novel Rotating Synthetic Aperture System Based on Conditional Convolutional Neural Network. - Yu Sun 028; Xiyang Zhi; Shikai Jiang; Jinnan Gong; Tianjun Shi; Nan Wang (Remote. Sens., 2023)

Aircraft Target Detection in Low Signal-to-Noise Ratio Visible Remote Sensing Images. - Ruize Niu; Xiyang Zhi; Shikai Jiang; Jinnan Gong; Wei Zhang 220; Lijian Yu (Remote. Sens., 2023)

Enhancing UAV Detection in Surveillance Camera Videos through Spatiotemporal Information and Optical Flow. - Yu Sun 028; Xiyang Zhi; Haowen Han; Shikai Jiang; Tianjun Shi; Jinnan Gong; Wei Zhang 220 (Sensors, 2023)

Transformer-based self-supervised image super-resolution method for Rotating Synthetic Aperture system via multi-temporal fusion. - Yu Sun 028; Xiyang Zhi; Shikai Jiang; Guanghua Fan; Tianjun Shi; Xu Yan (Inf. Fusion, 2024)

A Method for Detecting Aircraft Small Targets in Remote Sensing Images by Using CNNs Fused With Handcrafted Features. - Lijian Yu; Xiyang Zhi; Shuqing Zhang; Shikai Jiang; Jianming Hu; Wei Zhang 220; Yuanxin Huang (IEEE Geosci. Remote. Sens. Lett., 2024)

Gaussian Aware Anchor-Free Rotated Detector for Aerial Object Detection. - Shuai Zhang; Cunyuan Zhang; Lijian Yu; Wenyu Ji; Xiyang Zhi (IEEE Geosci. Remote. Sens. Lett., 2024)

A Benchmark Dataset for Aircraft Detection in Optical Remote Sensing Imagery. - Jianming Hu; Xiyang Zhi; Bingxian Zhang; Tianjun Shi; Qi Cui; Xiaogang Sun (Remote. Sens., 2024)

Boosting Point Set-Based Network with Optimal Transport Optimization for Oriented Object Detection. - Binhuan Yuan; Xiyang Zhi; Jianming Hu; Wei Zhang 220 (Remote. Sens., 2024)

CGFINet: Cross-Scale Guided High-Order Feature Interaction Change Detection Network for Remote Sensing Image. - Qichao Han; Xiyang Zhi; Jianming Hu; Yuanxin Huang; Wenbin Chen 007; Shikai Jiang; Jinnan Gong (IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens., 2024)

Ship Identification via Adjacent-Branched Saliency Filtering and Prior Representation-Based Classification. - Jianming Hu; Tianjun Shi; Shikai Jiang; Xiyang Zhi; Xiaogang Sun; Wei Zhang 220 (IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens., 2024)

Improved Deformable Convolution Method for Aircraft Object Detection in Flight Based on Feature Separation in Remote Sensing Images. - Lijian Yu; Xiyang Zhi; Jianming Hu; Shuqing Zhang; Ruize Niu; Wei Zhang 220; Shikai Jiang (IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens., 2024)

Self-Supervised Denoising via Blind Feature Extraction and Diffusion-Based Texture Generation. - Guangzhen Bao; Xiyang Zhi; Pengfei Zhang 011; Jianming Hu; Tianjun Shi; Shikai Jiang; Yayun Wu; Jinnan Gong (IEEE Trans. Geosci. Remote. Sens., 2024)

Dataset and Benchmark for Ship Detection in Complex Optical Remote Sensing Image. - Jianming Hu; Xiyang Zhi; Tianjun Shi; Junjie Wang; Yuelong Li; Xiaogang Sun (IEEE Trans. Geosci. Remote. Sens., 2024)

FDDBA-NET: Frequency Domain Decoupling Bidirectional Interactive Attention Network for Infrared Small Target Detection. - Yuanxin Huang; Xiyang Zhi; Jianming Hu; Lijian Yu; Qichao Han; Wenbin Chen 007; Wei Zhang 220 (IEEE Trans. Geosci. Remote. Sens., 2024)

LMAFormer: Local Motion Aware Transformer for Small Moving Infrared Target Detection. - Yuanxin Huang; Xiyang Zhi; Jianming Hu; Lijian Yu; Qichao Han; Wenbin Chen 007; Wei Zhang 220 (IEEE Trans. Geosci. Remote. Sens., 2024)

Image fusion for the novelty rotating synthetic aperture system based on vision transformer. - Yu Sun 028; Xiyang Zhi; Shikai Jiang; Guanghua Fan; Xu Yan; Wei Zhang 220 (Inf. Fusion, 2024)

Single-Image Super-Resolution Method for Rotating Synthetic Aperture System Using Masking Mechanism. - Yu Sun 028; Xiyang Zhi; Shikai Jiang; Tianjun Shi; Jiachun Song; Jiawei Yang; Shengao Wang; Wei Zhang 220 (Remote. Sens., 2024)

Progressive class-aware instance enhancement for aircraft detection in remote sensing imagery. - Tianjun Shi; Jinnan Gong; Jianming Hu; Yu Sun 028; Guangzhen Bao; Pengfei Zhang 011; Junjie Wang; Xiyang Zhi; Wei Zhang 220 (Pattern Recognit., 2025)

DWSDiff: Dual-Window Spectral Diffusion for Hyperspectral Anomaly Detection. - Wenbin Chen 007; Xiyang Zhi; Shikai Jiang; Yuanxin Huang; Qichao Han; Wei Zhang 220 (IEEE Trans. Geosci. Remote. Sens., 2025)

StyleFormer: Spatial-Temporal Style Projecting Bidirectional Interactive Transformer for Change Detection. - Qichao Han; Xiyang Zhi; Jianming Hu; Shuqing Zhang; Wenbin Chen 007; Yuanxin Huang; Shikai Jiang (IEEE Trans. Geosci. Remote. Sens., 2025)

Complementarity-Aware Feature Fusion for Aircraft Detection via Unpaired Opt2SAR Image Translation. - Jianming Hu; Yuelong Li; Xiyang Zhi; Tianjun Shi; Wei Zhang 220 (IEEE Trans. Geosci. Remote. Sens., 2025)

Dataset and Benchmark for Fine-Grained Ship Recognition in Complex Optical Remote Sensing Scenarios. - Junjie Wang; Jianming Hu; Xiyang Zhi; Tianjun Shi; Qi Cui (IEEE Trans. Geosci. Remote. Sens., 2025)