Name：Zhang Xinpeng
Title：Associate professor
Type of tutor：Master's supervisor
Email：xpzhang@email.tjut.edu.cn
Address：7-314A
Telephone：86-022-60216865
I was received the Ph.D. degree in mechanical design and theory (computer vision) from the School of Mechanical Engineering, Tiangong University, Tianjin, China, in 2017. From 2018 to 2020, I was a Post-Doctoral with the Guangdong University of Technology, Guangzhou, China. I am currently an associate professor at the School of Computer Science and Engineering, Tianjin University of Technology, Tianjin.
Computer Vision
Deep Learning
Remote Sensing & Medical Image Processing and Analysis
1. “Techniques for Deep Transfer and Sparse Network Based Diabetic Retinopathy Early Lesions Detection in Fundus Image”, National Natural Science Foundation of China (PI), 2020-01-2022-12
2. “On-site Development Project at Qian Xuesen Laboratory, China Academy of Space Technology”, Industry-University Cooperative Project (PI), 2023-07-2024-07
3. “Technical Service Project on Data Analysis”, Industry-University Cooperative Project (PI), 2023-07-2024-07
4. “Development Project of Intelligent Computing System for Multimodal Coupled Spatiotemporal Sequences”, Industry-University Cooperative Project (PI), 2025-04-2026-04
5. “Research on High-Orbit Data Registration Methods”, Industry-University Cooperative Project (PI), 2025-04-2025-12
6. “Research on Forest Biomass Estimation Technology Using LiDAR Satellite” Industry-University Cooperative Project (PI), 2025-06-2026-12
7. “Limb Observation Radiative Transfer Calculation and Database Construction”, Industry-University Cooperative Project (PI), 2025-04-2025-12
[1] Jingwen Ma, Xinpeng Zhang*, Zhixia Yang, Fan Shi, Cheng Jiang, Xu Cheng, Dual-Focus residual tensor enhancement network for infrared small target detection. IEEE Transactions on Geoscience and Remote Sensing, 63: 5640513, 2025.
[2] Zihang Zhan, Xinpeng Zhang*, Meng Zhao, Yao Zhang, Wei Zhou, BLPNet: Boosting localization perception network for foveal avascular zone segmentation. Pattern Recognition, 173: 112790, 2026.
[3] Xinpeng Zhang, Jigang Wu, Min Meng, Small Target Recognition Using Dynamic Time Warping and Visual Attention. The Computer Journal, 65(2): 203-215, 2022.
[4] 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.
[5] Zhenli Li, Xinpeng Zhang*, Meng Zhao, Fan Shi, Wei Zhou*, Direction-guided network for retinal vessel segmentation in OCTA images. Biomedical Signal Processing and Control, 103: 107445, 2025.
[6] 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.
[7] 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.
[8] Xinpeng Zhang, Jigang Wu, Zhihao Peng, Min Meng, SODNet: Small Object Detection Using Deconvolutional Neural Network. IET Image Processing, 14(8): 1662-1669, 2020.
[9] 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.
[10] 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.
[11] Jiachen Liu, Jingwen Ma, Xinpeng Zhang*, Tianxin Xu, Fan Shi, Dual-scale Adaptive-Guided Fusion Network for Infrared Small Target Detection. Journal of Electronic Imaging, 34(4): 043021, 2025.
[12] Runtian Song, Fan Shi, Guikang Du, Xinpeng Zhang*, Cheng Jiang, MG-RoadNet: Road Segmentation Network for Remote Sensing Images Based on Multi-Receptive Field Graph Convolution. Signal Image and Video Processing, 19: 679, 2025.
[13] 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.
[14] 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)
[15] 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)
Signals and Linear Systems (Undergraduate)
Information Processing Technologies for the Internet of Things (Undergraduate)
Reviewer for TGARS, TASE, JSTARS, BSPC, etc.
