个人简介

简 历 2019.10 ~至今 北京科技大学计算机与通信学院，教授，博士生导师 2001.8 ~ 2019.9 清华大学电子工程系，副教授，博士生导师 2011.3 ~ 2011.9 美国匹兹堡大学，访问学者

研究领域

图像认知与机器学习 计算机视觉与目标识别 高动态复杂环境对抗仿真

科研业绩 纵向项目： 1. 脑启发智能—脑动态认知神经机制：视觉行为认知，专项重大项目 2. 零、小样本学习——基于认知心理学的不完整目标识别，专项项目 3. 基于人-车-环境协同理解的自动驾驶监测系统研发，北京市科委项目 基于机器视觉的环境目标检测与识别与驾乘状态监测、评估和意图识别，国家重点研发计划项目子课题 横向项目： 1. 三维目标再识别应用技术，同方威视 2. 高动态复杂环境仿真研究，中船重工710所

近期论文

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代表性论文 1. Xiang Wang, Huimin Ma, Shaodi You, Xi Li, Deep Clustering for Weakly-Supervised Semantic Segmentation in Complex Object-Clustered Scenes, NueroComputing，2019.11 2. Xi Li, Huimin Ma*, Weaklier Supervised Semantic Segmentation with,Only One Image Level Annotation per Category, IEEE Transactions on Image Processing(TIP), 2019.7 3. Peng Zhou, Likan Zhan, Huimin Ma, Understanding others’ minds: Social inference in preschool children with autism spectrum disorder, Journal of Autism and Developmental Disorders, 2019.8 4. Yidong Wang, Huimin Ma, Xiang Wang，Essential Element-Region driven Model in Image Recognition, NueroComputing, 2019.4 5. Jinghuan Wen · Huimin Ma∗ · Xiong Luo, Deep Generative Smoke Simulator: Connecting Simulated and Real Data, The Visual Computer, 2019.7 6. Xiaozhi Chen, Kaustav Kundu, Yukun Zhu, Andrew Berneshawi, Huimin Ma, Sanja Fidler and Raquel Urtasun, 3D Object Proposals using Stereo Imagery for Accurate Object Class Detection, IEEE Transactions on Pattern Analysis & Machine Intelligence (TPAMI), 2017.5 7. Xiang Wang, Shaodi You, Xi Li, Huimin Ma, Weakly-Supervised Semantic Segmentation by Iteratively Mining Common Object Features, IEEE Conference on Computer Vision and Pattern Recognition (CVPR2018), Salt Lake City, USA 2018.6.18-22 8. Zhichen Zhao,Huimin Ma, Shaodi You, Single Image Action Recognition using Semantic Part Actions, International Conference on Computer Vision (ICCV2017), 2017.10.22-29, Venics, Italy 9. Xiaozhi Chen, Huimin Ma, Ji Wan, Bo li, Tian Xia, Multi-View 3D Object Detection Network for Autonomous Driving, IEEE Conference on Computer Vision and Pattern Recognition(CVPR2017), Jun., 2017, Honolulu, USA 10. Xiaozhi Chen, Kaustav Kundu , Huimin Ma, Sanja Fidler, Raquel Urtasun, Monocular 3D Object Detection for Autonomous Driving, IEEE Conference on Computer Vision and Pattern Recognition (CVPR2016),, Jun.26-30, 2016, Las vegas, USA

学术兼职

中国图象图形学学会副理事长兼秘书长 北京图象图形学学会监事长