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副高级职称

李佳男

性别:

职称:预聘助理教授/特别副研究员

学历:博士研究生

所在学科:光学工程

研究方向:光电成像探测与识别、计算机视觉、嵌入式图像与视频处理

电子邮件:lijianan@bit.edu.cn 办公电话:

教师介绍

    李佳男,男,2019年获北京理工大学光学工程专业工学博士学位,读博期间曾国家公派至新加坡国立大学(NUS)进行为期两年的博士生联合培养,后赴美国Adobe研究院担任研究实习生近一年。博士毕业后在新加坡国立大学做博士后研究工作,2020年回到北京理工大学工作至今。累计在IEEE TPAMI、TVCG、TCSVT、TMM等SCI期刊以及CVPR、ICLR、NeurIPS、ACM MM等国际顶级会议上发表论文20余篇,其中第一作者9篇,通讯作者3篇,谷歌学术总引近2000次。曾获得中国图象图形学学会优秀博士论文、王大珩高校学生光学奖、北京市三好学生等奖励,并作为主要团队成员获得2017年ImageNet国际大规模视觉识别挑战赛目标定位任务团队冠军。中国图象图形学学会会员;作为主要成员参与组织ICCV 2021 Anti-UAV Workshop & Challenge;多次担任IEEE TCSVT、TMM等SCI期刊以及ICCV、CVPR、ECCV、ICLR、NeurIPS等国际顶级会议的审稿人。

    代表性论文

    [1] Jianan Li, Jimei Yang, Aaron Hertzmann, Jianming Zhang, and Tingfa Xu. LayoutGAN: Synthesizing Graphic Layouts with Vector-Wireframe Adversarial Networks [J]. IEEE Transactions on Pattern Analysis and Machine Intelligence, 2020, Early Access.

    [2] Jianan Li, Xiaodan Liang, Shengmei Shen, Tingfa Xu, Jiashi Feng, and Shuicheng Yan. Scale-aware Fast R-CNN for Pedestrian Detection [J]. IEEE Transactions on Multimedia, 2018, 20(4):985-996. 

    [3] Jianan Li, Xiaodan Liang, Yunchao Wei, Tingfa Xu, Jiashi Feng, and Shuicheng Yan. Perceptual Generative Adversarial Networks for Small Object Detection [C]. IEEE Conference on Computer Vision and Pattern Recognition (CVPR 2017), 2017, pp. 1222-1230.

    [6] Jianan Li, Jimei Yang, Aaron Hertzmann, Jianming Zhang, and Tingfa Xu. LayoutGAN: Generating Graphic Layouts with Wireframe Discriminator. International Conference on Learning Representations (ICLR 2019), 2019.

    [4] Jianan Li, Yunchao Wei, Xiaodan Liang, Fang Zhao, Jianshu Li, Tingfa Xu, and Jiashi Feng. Deep Attribute-preserving Metric Learning for Natural Language Object Retrieval [C]. ACM Multimedia Conference (ACM MM 2017), 2017, pp. 181-189.

    [5] Jianan Li, Jimei Yang, Jianming Zhang, Chang Liu, Christina Wang, and Tingfa Xu. Attribute-conditioned Layout GAN for Automatic Graphic Design [J]. IEEE Transactions on Visualization & Computer Graphics, 2020, Early Access.

    [7] Jianan Li, Yunchao Wei, Xiaodan Liang, Jian Dong, Tingfa Xu, Jiashi Feng, and Shuicheng Yan. Attentive Contexts for Object Detection [J]. IEEE Transactions on Multimedia, 2017, 19(5):944-954.

    [8] Jianan Li, Xiaodan Liang, Jianshu Li, Yunchao Wei, Tingfa Xu, Jiashi Feng, and Shuicheng Yan. Multistage Object Detection with Group Recursive Learning [J]. IEEE Transactions on Multimedia, 2018, 20(7):1645-1655.

    [9] Jianan Li, Tingfa Xu, and Kun Zhang. Real-time Feature-based Video Stabilization on FPGA [J]. IEEE Transactions on Circuits and Systems for Video Technology, 2017, 27(4):907-919.

    [10] Jianan Li, Tingfa Xu, and Jiashi Feng. Local Grid Rendering for End-to-End 3D Object Detection in Point Clouds. arXiv preprint arXiv:2007.02099, 2020.


    更新时间:2021年4月

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