林彬,工学博士,讲师,硕士生导师。2015年和2018年在西北工业大学获得学士和硕士学位,2022年在中山大学获得博士学位。近年来一直从事生命体征监测和空间探测图像处理等研究。累计发表论文十余篇,其中,以第一作者或通讯作者在IEEE TRANSACTIONS ON GEOSCIENCE AND REMOTE SENSING, IEEE Journal of Biomedical and Health Informatics, IEEE TRANSACTIONS ON INSTRUMENTATION AND MEASUREMENT和Aerospace Science and Technology等国际期刊上发表论文9篇,并担任Remote Sensing,IEEE Geoscience and Remote Sensing Letters, MEASUREMENT和JOURNAL OF INTELLIGENT MANUFACTURING等期刊审稿人。入选福建省高层次人才(C类),主持国家自然科学基金青年项目、横向项目各1项。
研究方向:
基于图像和信号处理的生命体征监测,涉及数字图像处理,信号提取与分析,机器学习等技术。
空间探测图像处理,包括图像预处理、图像配准、目标检测、目标跟踪等。
图像处理、信号处理与其他领域的交叉研究。
主持或参加科研项目(课题)情况:
国家自然基金,《基于多维相似性度量的天基可见光暗弱点目标检测与识别》,2024,主持,在研
横向课题,《天基观测下空间目标的检测与定位专项技术服务》,2022年,主持,结题
代表性论文:
Lin, B.#, Jia, C., Yang, H., Zhang, Y., Xie, X., Chen, Z., & Zhang, X. Vital Sign Monitoring for Cancer Patients Based on Dual-path Sensor and Divided-Frequency-CNN Model. IEEE Journal of Biomedical and Health Informatics, 2024.
Zhuge, S., He, Y., Xu, X., Gan, S., Li, C., Lin, B#., ... & Zhang, X. Markerless Motion Capture for Humans Through a Multi-UAV System. IEEE Transactions on Instrumentation and Measurement, 2024, 73: 1-12.
Xu, X., Zhuge, S., Li, C., Ning, C., Zhong, L., Lin, B.#, ... & Zhang, X. A vision-only relative distance calculation method for multi-UAV systems. Aerospace Science and Technology, 2023, 142: 108665.
Wang, J., Lin, B., Li, G., Zhou, Y., Zhong, L., Li, X., & Zhang, X.. YOLO-Xray: A Bubble Defect Detection Algorithm for Chip X-ray Images Based on Improved YOLOv5. Electronics, 2023, 12.14: 3060.
Lin B#., Tao, J., Xu, J., He, L., Liu, N., & Zhang, X.. Estimation of vital signs from facial videos via video magnification and deep learning. Iscience, 2023, 26.10.
Lin B#, Xu X, Shen Z, et al. A Registration Algorithm for Astronomical Images Based on Geometric Constraints and Homography[J]. Remote Sensing, 2023, 15(7): 1921.
Lin B#, Wang J, Wang H, et al. Small Space Target Detection Based on a Convolutional Neural Network and Guidance Information[J]. Aerospace, 2023, 10(5): 426.
Lin B, Zhong L, Zhuge S, et al. A New Pattern for Detection of Streak-Like Space Target From Single Optical Images[J]. IEEE Transactions on Geoscience and Remote Sensing, 2021, 60: 1-13.
Lin B, Yang X, Wang J, et al. A robust space target detection algorithm based on target characteristics[J]. IEEE Geoscience and Remote Sensing Letters, 2021, 19: 1-5.
Email:linb@fjnu.edu.cn