个人简历

任卫红，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。曾担任多个知名期刊和会议的审稿人如IEEE TIP, IEEE Multimedia，IEEE CVPR， IEEE ICCV, ECCV, AAAI等。
教育经历
2015.09-2020.2, 香港城市大学，博士学位
2013.09-2020.01, 中国科学院大学，博士学位
2009.09-2013.07, 青岛科技大学，学士学位
研究与工作经历
2021.03-至今，助理教授，哈尔滨工业大学（深圳）
2020.12-2021.02，机器学习算法工程师，深圳市大疆创新科技有限公司

研究领域

计算机视觉和深度学习：目标跟踪、视线估计和行为识别等。""

近期论文

[1] 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=9.340, JCR一区， CCF A）.
[2] 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=3.105, JCR二区).
[3] 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=6.051, JCR一区，CCF B).
[4] 崔童，田建东，王强，任卫红，唐延东，基于吸收透射率补偿及时空导向滤波的实时视频去雾，机器人, 卷号: 41, 期号: 6, 页码: 761-770, 2019
[5] 黄微，任卫红，朱琳琳，田建东，基于形状上下文和方向梯度直方图特征的异源图像配准，信息与控制, 卷号: 48, 期号: 2, 页码: 149-155, 2019
[6] 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）.
[7] 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=6.051, JCR一区，CCF B).
[8] 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=9.340, JCR一区， CCF A).
[9] 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）.
[10] 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=3.105, JCR二区).
[11] 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=3.669, JCR一区).