任卫红 - 哈尔滨工业大学（深圳） - 机电工程与自动化学院

个人简介

任卫红，哈尔滨工业大学（深圳）机电工程与自动化学院助理教授。深圳市海外高层次C类人才。2020年2月分别获得香港城市大学和中国科学院大学双博士学位。2019年12月至2021年2月在深圳市大疆创新科技有限公司从事机器学习方面的研发工作。目前在国际一流期刊如IEEE Transactions on Image Processing, IEEE Transactions on Multimeda 和国际会议如IEEE CVPR 等发表论文多篇。主要研究领域为机器视觉、人机交互和医疗机器人等。曾担任多个知名期刊和会议的审稿人如IEEE TPAMI, IEEE TIP, IEEE TMM, IEE TII, PR, IEEE CVPR, IEEE ICCV, ECCV, AAAI等。工作经历 2021.03-至今助理教授哈尔滨工业大学（深圳） 2019.12-2021.02 机器学习算法工程师深圳市大疆创新科技有限公司教育经历 2015.09-2020.2 计算机香港城市大学博士学位 2013.09-2020.01 模式识别与智能系统中国科学院大学博士学位 2009.09-2013.07 测控技术与仪器青岛科技大学学士学位

研究领域

利用深度学习、机器视觉等方法开展环境感知、人体行为分析以及人机交互方面的研究

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）

Weihong Ren, Xinchao Wang, Jiandong Tian, Yandong Tang, and Antoni Chan, “Tracking-by-Counting: Using Network Flows on Crowd Density Maps for Tracking Multiple Targets”, IEEE Transactions on Image Processing, vol. 30, pp. 1439-1452, 2020 (IF=11.041, JCR一区， CCF A). Weihong Ren, Di Kang, Yandong Tang and Antoni Chan, “Fusing Crowd Density Maps and Visual Object Trackers for People Tracking in Crowd Scenes”, IEEE Conference on Computer Vision and Pattern Recognition (CVPR), June 2018, pp.5353-5362 （CCF A）. Weihong Ren, Jiandong Tian, and Yandong Tang, “Specular Reflection Separation with Color-Lines Constraint”, IEEE Transactions on Image Processing, vol.26, no. 5, pp. 2327-2337, 2017 (IF=11.041, JCR一区， CCF A). Weihong Ren, Jiandong Tian, Zhi Han, Antoni Chan, and Yandong Tang, “Video Desnowing and Deraining Based on Matrix Decomposition”, IEEE Conference on Computer Vision and Pattern Recognition (CVPR), July 2017, pp. 2838-2847 （CCF A）. Weihong Ren, Jiandong Tian, Qiang Wang and Yandong Tang, “Dually Connected Deraining Net Using Pixel-wise Attention”, IEEE Signal Processing Letters, vol.27, pp. 316-320, 2020 (IF=3.201, JCR二区). Weihong Ren, Jiandong Tian, and Yandong Tang, “Blind Deconvolution with Non-local Similarity and l0 Sparsity for Noisy Image”, IEEE Signal Processing Letters, vol. 23, no. 4, pp. 439-443, 2016 (IF=3.201, JCR二区). Qiang Wang, Huijie Fan, Gan Sun, Weihong Ren and Yandong Tang, “Recurrent Generative Adversarial Network for Face Completion”, IEEE Transactions on Multimedia, vol. 23, pp. 429-442, 2020 (IF=8.182, JCR一区，CCF B). Jiandong Tian, Zhi Han, Weihong Ren, Xi’ai Chen, and Yandong Tang, “Snowflake removal for videos via global and local low-rank decomposition”, IEEE Transactions on Multimedia, vol. 20, no. 10, pp. 2659-2669, 2018 (IF=8.182, JCR一区，CCF B). Jiandong Tian, Zhigang Duan, Weihong Ren, Zhi Han, and Yandong Tang, “Simple and Effective Calculations about Spectral Power Distributions of Outdoor Light Sources for Computer Vision”, Optics Express, vol. 24, no. 7, pp. 7266-7286, 2016 (IF=3.833, JCR一区).

学术兼职

期刊审稿 IEEE Transactions on Pattern Analysis and Machine Intelligence IEEE Transactions on Cybernetics IEEE Transactions on Image Processing IEEE Transactions on Multimedia IEEE Transactions on Industrail Informatics 会议审稿 IEEE CVPR IEEE ICCV ECCV AAAI IJCAI