（1）糖网眼底图像中的深度迁移与稀疏网络技术研究，国家自然科学基金，2020-2022，主持，结题； （2）军民融合基础加强计划重点基础研究项目子课题，2021-2025，主持，在研； （3）航天五院钱学森实验室驻场开发项目，横向，2023-2024，主持，结项； （4）数据分析技术服务项目，横向，2023-2024，主持，结项；
代表性论文 (1)Xinpeng Zhang, Meng Zhao*, Yao Zhang*, Ji Ao, Hongxia Yang, Congcong Wang, Shengyong Chen. T-Net: Hierarchical Pyramid Network for Microaneurysm Detection in Retinal Fundus Image. IEEE Transactions on Instrumentation and Measurement,72: 5019613,2023, SCI二区； (2)Xinpeng Zhang, Zhixia Yang, Fan Shi*, Yanhong Yang*, Meng Zhao. Infrared Small Target Detection Based on Singularity Analysis and Constrained Random Walker. IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing, 16: 2050-2064, 2023, SCI二区 (Top)； (3)Chao Zhang, Fan Shi, Xinpeng Zhang*, Shengyong Chen. Airport Near-Altitude Flying Birds Detection Based on Information Compensation Multiscale Feature Fusion. IEEE Sensors Journal, 23(19): 22867-22879, 2023, SCI二区 (Top)； (4)Yaru Bai, Xinpeng Zhang*, Congcong Wang*, Haojie Gu, Meng Zhao, Fan Shi. Microaneurysms Detection in Retinal Fundus Images Based on Shape Constraint with Region-Context Features. Biomedical Signal Processing and Control, 85: 104903, 2023, SCI二区； (5)Xinpeng Zhang, Zhihao Peng, Min Meng*, Jigang Wu, Yilin Han, Yao Zhang, Juhong Yang, Qian Zhao. ID-Net: Inception Deconvolutional Neural Network for Multi-Class Classification in Retinal Fundus Image. Journal of Mechanics in Medicine and Biology,22: 2240029，2022， SCI四区； (6)Xinpeng Zhang, Jigang Wu*, Min Meng. Small Target Recognition Using Dynamic Time Warping and Visual Attention. The Computer Journal, 65(2): 203-215, 2022, SCI四区 (CCF B)； (7)Xinpeng Zhang, Jigang Wu*, Zhihao Peng, Min Meng. SODNet: Small Object Detection Using Deconvolutional Neural Network. IET Image Processing, 14(8): 1662-1669, 2020, SCI三区 (CCF C)； (8)Xinpeng Zhang, Jigang Wu*, Min Meng, Yifei Sun, Weijun Sun. Feature-transfer Network and Local Background Suppression for Microaneurysm Detection. Machine Vision and Applications, 32(1): 1-13, 2020, SCI四区 (CCF C)； (9)Xinpeng Zhang, Zhitao Xiao*, Fang Zhang, Philip Ogunbona, Jiangtao Xi, Jun Tong. Shape-based Filter for Micro-aneurysm Detection. Computers & Electrical Engineering, 84: 106620, 2020, SCI三区； (10)Yilin Han, Xinpeng Zhang*, Fan Shi. RADNet: Residual Attention-based Dynamic Weight Network for Microaneurysm Detection in Fundus Images. Proceedings of the 2023 4th International Symposium on Artificial Intelligence for Medicine Science, 404-409, 2024, EI会议; （11）Xinpeng Zhang, Yinlin Han, Congcong Wang, Shengyong Chen*. APNet: Adaptive Patch-based Network for Microaneurysm Detection in Fundus Images. IEEE 33rd International Symposium on Industrial Electronics (ISIE), 2024, EI会议； 发明专利
(1)一种眼底图像对比度增强方法, ZL201510859494.3； (2)一种基于自适应高斯差分的眼底图像血管分割方法, ZL201510258992.2； (3)基于特征自迁移的单一稀疏自编码器弱小目标检测方法, ZL201910028640.6；
（1）2022本科毕业设计（论文）优秀指导教师 |
