李佳男 - 北京理工大学

个人简介

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。

研究领域

光电成像探测与识别、计算机视觉、嵌入式图像与视频处理

近期论文

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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. 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. 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. 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. 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. 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. 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. 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. 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. 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.