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威尼斯在线平台:硕士生导师

姓名:鲁国
所在学科:计算机科学与技术
职称:预聘助理教授、特别副研究员
联系电话:
E-mail:guo.lu@bit.edu.cn
通信地址:

个人信息

  鲁国,博士,预聘助理教授、特别副研究员,硕士生导师。2020年6月于上海交通大学获得博士学位,2017年9月-2019年3月在悉尼大学进行学术访问。主要研究方向包括视频压缩、视频增强、计算机视觉与深度学习等。至今已经在T-PAMI、T-IP、CVPR、ECCV、ACM-MM等国际顶级期刊和会议上发表多篇论文,相关研究成果已经应用到华为等公司的研究产品中。担任计算机视觉顶级期刊IJCV客座主编,T-PAMI、T-IP、NeurIPS等期刊和会议的审稿人。

科研方向

  数据压缩:图像、视频以及点云等视觉内容的高效压缩;

  视频增强:包括视频超分辨、视频去噪、视频插帧等视频处理研究;

  计算机视觉: 目标识别、视频分析等

代表性学术成果

  1.Guo Lu*, Chunlei Cai*, Xiaoyun Zhang, Li Chen, Wanli Ouyang, Dong Xu, Zhiyong Gao. Content Adaptive and Error Propagation Aware Deep Video Compression in Proceedings of the European Conference on Computer Vision (ECCV), 2020.(CCF-B,Oral, 接受率 2%)

  2.Zhihao Hu*, Zhenghao Chen*, Dong Xu, Guo Lu, Wanli Ouyang, Shuhang Gu.Improving Deep Video Compression by Resolution-adaptive Flow Coding in Proceedings of the European Conference on Computer Vision (ECCV), 2020.(CCF-B,Oral, 接受率 2%)

  3.Guo Lu, Xiaoyun Zhang, Wanli Ouyang, Li Chen, Zhiyong Gao, Dong Xu. An End-to-End Learning Framework for Video Compression. in IEEE Transactions on Pattern Analysis and Machine Intelligence (TPAMI), 2020. (CCF-A)

  4.Guo Lu, Xiaoyun Zhang, Wanli Ouyang, Dong Xu, Li Chen, Zhiyong Gao. Deep Non-local Kalman Network for Video Compression Artifact Reduction. in IEEE Transactions on Image Processing (TIP), 2019. (CCF-A)

  5.Guo Lu, Wanli Ouyang, Dong Xu, Xiaoyun Zhang, Chunlei Cai, Zhiyong Gao. DVC: An End-to-end Deep Video Compression Framework. in IEEE Conference on Computer Vision and Pattern Recognition (CVPR), Long Beach, 2019. (CCF-A,Oral, 接受率 5%)

  6.Hongwen Zhang, Jie Cao, Guo Lu, Wanli Ouyang and Zhenan Sun. DaNet: Decompose-andaggregate Network for 3D Human Shape and Pose Estimation, in ACM Multimedia (ACM MM), 2019. (CCF-A)

  7.Guo Lu, Wanli Ouyang, Dong Xu, Xiaoyun Zhang, Zhiyong Gao, Ming-Ting Sun. Deep Kalman Filtering Network for Video Compression Artifact Reduction in Proceedings of the European Conference on Computer Vision (ECCV), 2018.(CCF-B)

  8.Guo Lu, Xiaoyun Zhang, Li Chen, Zhiyong Gao. Novel Integration of Frame Rate Up Conversion and HEVC Coding based on Rate-Distortion Optimization in IEEE Transactions on Image Processing (TIP), 2018. (CCF-A)

承担科研情况

所获奖励

社会兼职

备注

  Google学术: https://scholar.google.com/citations?hl="en&user=R9iwlJcAAAAJ

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