个人简介
刘国军，副教授，博士生导师。哈尔滨工业大学计算学部机器学习研究中心。研究领域主要包括机器学习，计算机视觉，图像处理，模式识别等，在Pattern Recognition、Neural Networks、Neurocomputing、CVIU、ICCV、AAAI、软件学报、自动化学报、电子学报等国内外著名期刊和会议上发表论文50余篇。曾主持和参与多项国家自然科学基金项目，国家重点研发计划项目，省重点攻关项目，以及国家奥运重点攻关项目等。
教育经历
2010.11 -- 2011.02 香港中文大学，博士后，合作导师: 徐雷
2009.12 -- 2010.01 香港中文大学，博士后，合作导师: 徐雷
2002.09 -- 2009.06 哈尔滨工业大学，计算机科学与技术，硕博连读
1998.09 -- 2002.07 哈尔滨工业大学，计算机科学与技术，学士
学术和社会任职
中国计算机协会CCF会员
中国人工智能学会，机器学习专委会，通讯委员
近期论文
查看导师新发文章
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GuoJun Liu, Yang Liu, MaoZu Guo, Peng Li and MingYu Li. Variational inference with Gaussian mixture model and householder flow. Neural Networks, 109:43–55, 2019. [doi]
GuoJun Liu, XiangLong Tang, MaoZu Guo and Yang Liu. Harmonious competition learning for Gaussian mixtures. Neurocomputing, 170:228–239, 2015. [doi]
GuoJun Liu, XiangLong Tang, H.D. Cheng, JianHua Huang and JiaFeng Liu. A Novel Approach for Tracking High Speed Skaters in Sports Using a Panning Camera. Pattern Recognition, 42(11):2922–2935, 2009. [doi]
GuoJun Liu, XiangLong Tang, JianHua Huang, JiaFeng Liu and Da Sun. Hierarchical Model-Based Human Motion Tracking Via Unscented Kalman Filter. International Conference on Computer Vision (ICCV), Rio de Janeiro, Brazil, 2007. [doi]
Donghua Yu, GuoJun Liu, MaoZu Guo and Xiaoyan Liu. An improved K-medoids algorithm based on step increasing and optimizing medoids. Expert Systems With Applications, 92:464–473, 2018. [doi]
Donghua Yu, GuoJun Liu, MaoZu Guo, Xiaoyan Liu and Shuang Yao. Density Peaks Clustering Based on Weighted Local Density Sequence and Nearest Neighbor Assignment. IEEE Access, 7:34301–34317, 2019. [doi]
Ziang Cheng, Yang Liu and GuoJun Liu. A new primal-dual algorithm for multilabel graph-cuts problems with approximate moves. Computer Vision and Image Understanding, 165:75-84, 2017. [doi]
Yang Li, Yang Liu, GuoJun Liu, DeMing Zhai and Maozu Guo. Weakly supervised semantic segmentation based on EM algorithm with localization clues. Neurocomputing, 275:2574-2587, 2018. [doi]
Pan Li, Yang Liu, GuoJun Liu, Maozu Guo and ZhiYong Pan. A robust local sparse coding method for image classification with Histogram Intersection Kernel. Neurocomputing, 184:36-42, 2016. [doi]
Yang Li, Yang Liu, GuoJun Liu and Maozu Guo. Weakly supervised semantic segmentation by iterative superpixel-CRF refinement with initial clues guiding. Neurocomputing, 391:25-41, 2020. [doi]
Book Chapter
GuoJun Liu and XiangLong Tang. Human Motion Tracking Based on Unscented Kalman Filter in Sports Domain. Kalman Filter, Vedran Kordic, IntechOpen, May 2010. [doi]
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