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个人简介

教育背景 2001.09-2005.07 北京航空航天大学 电子信息工程学院 工学学士 2005.09-2008.01 北京航空航天大学 电子信息工程学院 工学硕士 2011.09-2017.01 东北大学 计算机科学与工程学院 工学博士 工作履历 2010.12-至今 东北大学秦皇岛分校 计算机与通信工程学院 教师

研究领域

图像处理、视频信号处理,以及深度学习。主要包括对监控视频中运动目标的检测、跟踪和识别,进而对目标的行为进行分析和理解

近期论文

查看导师新发文章 (温馨提示:请注意重名现象,建议点开原文通过作者单位确认)

1. Guang Han, Jinkuan Wang, and Xi Cai, “Background subtraction based on modified online robust principal component analysis,” International Journal of Machine Learning and Cybernetics, vol.8, no.6, pp.1839-1852, 2017. (SCI: 000413730400009) 2. Guang Han, Jinkuan Wang, and Xi Cai, “Background subtraction based on three-dimensional discrete wavelet transform,” Sensors, vol.16, no.4, p.456, 2016. (SCI: 000375153700036) 3. Guang Han, Jinkuan Wang, and Xi Cai, “Improved visual background extractor using an adaptive distance threshold,” Journal of Electronic Imaging, vol.23, no.6, p.063005, 2014. (SCI: 000349164600019) 4. Xi Cai, Xinyue Liu, Mingyue An, and Guang Han(通讯作者), “ Vision-based fall detection using dense block with multi-channel convolutional fusion strategy,” IEEE Access, vol.9, pp.18318-18325, 2021. (SCI: 000615035900001) 5. Xi Cai and Guang Han(通讯作者), “Background subtraction based on modified pulse coupled neural network in compressive domain,” IEEE Access, vol.8, pp.114422-114432, 2020. (SCI: 000547547500001) 6. Xi Cai, Suyuan Li, Xinyue Liu, and Guang Han(通讯作者), “ Vision-based fall detection with multi-task hourglass convolutional auto-encoder,” IEEE Access, vol.8, pp.44493-44502, 2020. (SCI: 000524712900003) 7. Xi Cai, Guang Han(通讯作者), Xin Song, and Jinkuan Wang, “Gait symmetry measurement method based on a single camera,” International Journal of Machine Learning and Cybernetics, vol.10, no.6, pp.1399-1406, 2019. (SCI:000468920300013) 8. Xi Cai, Guang Han(通讯作者), Xin Song, and Jinkuan Wang, “Single-camera-based method for step length symmetry measurement in unconstrained elderly home monitoring,” IEEE Transactions on Biomedical Engineering, vol.64, no.11, pp.2618-2627, 2017. (SCI:000413315000012)

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