鲁国_北京理工大学计算机学院

硕士生导师

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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，助理教授、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、ICCV、ECCV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，在CVPR2021、VCIP2020、AVSS2020等国际会议上组织多个专题研究。

科研方向

计算机视觉：目标识别、视频分析等

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；

代表性学术成果

1. Yuan Tian, Guo Lu, Xiongkuo Min, Zhaohui Che,Guangtao Zhai,Guodong Guo,Zhiyong Gao. Self-Conditioned Probabilistic Learning of Video Rescaling. ICCV, 2021.(CCF-A)

2. Zhihao Hu, Guo Lu, Dong Xu. FVC: A New Framework towards Deep Video Compression in Feature Space. IEEE Conference on Computer Vision and Pattern Recognition (CVPR),2021. (CCF-A,Oral).

3. Zizheng Que, Guo Lu, Dong Xu. VoxelContext-Net: An Octree based Framework for Point Cloud Compression. IEEE Conference on Computer Vision and Pattern Recognition (CVPR),2021. (CCF-A)

4. Hongwen Zhang, Jie Cao, Guo Lu, Wanli Ouyang, and Zhenan Sun. Learning 3D Human Shape and Pose from Dense Body Parts. IEEE Transactions on Pattern Analysis and Machine Intelligence (TPAMI), 2020. (CCF-A)

5. 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%)

6. 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%)

7. 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)

8. 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)

9. 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%)

10. 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)

11. 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)

12. 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)

硕士生导师

硕士生导师

个人信息

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代表性学术成果

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