（1）糖網(wǎng)眼底圖像中的深度遷移與稀疏網(wǎng)絡(luò)技術(shù)研究，國家自然科學(xué)基金，2020-2022，主持，結(jié)題； （2）航天五院錢學(xué)森實(shí)驗(yàn)室駐場(chǎng)開發(fā)項(xiàng)目，橫向，2023-2024，主持，結(jié)項(xiàng)； （3）數(shù)據(jù)分析技術(shù)服務(wù)項(xiàng)目，橫向，2023-2024，主持，結(jié)項(xiàng)； 
代表性論文 (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二區(qū)； (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二區(qū) (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二區(qū) (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二區(qū)； (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四區(qū)； (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四區(qū) (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三區(qū) (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四區(qū) (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三區(qū)； (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會(huì)議; （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會(huì)議； 發(fā)明專利
(1)一種眼底圖像對(duì)比度增強(qiáng)方法, ZL201510859494.3； (2)一種基于自適應(yīng)高斯差分的眼底圖像血管分割方法, ZL201510258992.2； (3)基于特征自遷移的單一稀疏自編碼器弱小目標(biāo)檢測(cè)方法, ZL201910028640.6；
（1）2022本科畢業(yè)設(shè)計(jì)（論文）優(yōu)秀指導(dǎo)教師 |
