个人简介
朱林卫 Linwei Zhu 博士 副研究员
2018年博士毕业于香港城市大学，曾连续两次获得香港城市大学 “杰出学术表现奖”；硕士阶段曾获研究生国家奖学金；2019年入选广东省海外青年博士后引进项目，深圳市海外高层次C类人才；以第一作者发表JCR二区及以上期刊论文10篇（包括IEEE/ACM Transactions系列6篇，中科院一区论文5篇）；以第一或第二发明人授权发明专利10件（包括美国专利2件）；主持（完成）国家级项目3项和省部级项目1项，包括国自然青年基金、中国博士后基金特别资助（站中）项目（全国800项/年，信息学科仅8项）、中国博士后基金面上项目和广东省自然科学基金面上项目。
研究方向
多媒体信号处理，视频编解码
基于机器学习/深度学习的高效视频编解码优化
3D视频处理，虚拟视点绘制
教育经历
2016.01 – 2019.02，计算机科学与技术，博士，香港城市大学 （导师：Prof. Sam Kwong）
2011.09 – 2013.06，客座学生，中国科学院深圳先进技术研究院
2010.09 – 2013.06，信号与信息处理，硕士，宁波大学 （导师：蒋刚毅教授，郁梅教授）
2006.09 – 2010.06，应用物理学，学士，天津理工大学
工作经历
2022.12 – 至今，副研究员，中国科学院深圳先进技术研究院
2021.07 – 2022.11，助理研究员，中国科学院深圳先进技术研究院
2018.11 – 2021.06，博士后，中国科学院深圳先进技术研究院，合作导师：张云研究员
2013.07 – 2015.12，研究助理，中国科学院深圳先进技术研究院
奖项及荣誉
中国科学院深圳先进技术研究院，优秀共产党员，2020.07
入选广东省海外青年博士后引进项目，2019.11
深圳市海外高层次C类人才，2019.08
Outstanding Academic Performance Award of City University of Hong Kong，2018.08
Research Tuition Scholarship of City University of Hong Kong，2016.09 – 2018.12
Outstanding Academic Performance Award of City University of Hong Kong，2017.10
Studentship of City University of Hong Kong，2016.01 – 2018.12
研究生国家奖学金，2012.12
中国科学院深圳先进技术研究院院长奖学金，2013.01
天津市人民政府奖学金，2009.11
全国大学生数学建模竞赛天津赛区一等奖，2008.11
主持的科研项目
[1] 广东省自然科学基金面上项目，主持，在研
[2] 中国博士后科学基金特别资助（站中），主持，已结题
[3] 国家自然科学基金青年科学基金项目，主持，在研
[4] 中国博士后科学基金面上项目，主持，已结题
研究成果
期刊论文
[1] Yun Zhang, Linwei Zhu, Gangyi Jiang, Sam Kwong, and C.-C. Jay Kuo, “A Survey on Perceptually Optimized Video Coding”, ACM Computing Surveys, to be published, doi: 10.1145/3571727, 2022. (SCI, IF=14.324, 中科院一区)
[2] Linwei Zhu, Yun Zhang, Na Li, Gangyi Jiang, and Sam Kwong, “Deep Learning Based Intra Mode Derivation for Versatile Video Coding”, ACM Transactions on Multimedia Computing Communications and Applications (ACM TOMM), to be published, doi: 10.1145/3563699, 2022. (SCI, IF=4.094, 中科院二区/CCF B类)
[3] Jinyong Pi, Yun Zhang, Linwei Zhu, Jinzhi Lin, and Yo-Sung Ho, “Texture-Aware Spherical Rotation for High Efficiency Omnidirectional Intra Video Coding”, IEEE Transactions on Circuits and Systems for Video Technology (T-CSVT), vol. 32, no. 12, pp. 8768-8780, 2022. (SCI, IF=5.859, 中科院一区/CCF B类)
[4] Huan Zhang, Yun Zhang, Linwei Zhu, and Weisi Lin, “Deep Learning Based Perceptual Video Quality Enhancement for 3D Synthesized View”, IEEE Transactions on Circuits and Systems for Video Technology (T-CSVT), vol. 32, no. 8, pp. 5080-5094, 2022. (SCI, IF=5.859, 中科院一区/CCF B类)
[5] Linwei Zhu, Yun Zhang, Na Li, Jinyong Pi, and Shiqi Wang, “Circular Intra Prediction for 360 Degree Video Coding”, Journal of Visual Communication and Image Representation (JVCIR), vol. 74, pp.103000:1-12, Jan. 2021. (SCI, IF=2.887, 中科院三区/CCF C类)
[6] Linwei Zhu, Yun Zhang, Shiqi Wang, Sam Kwong, Xin Jin, and Yu Qiao, “Deep Learning Based Chroma Prediction for Intra Versatile Video Coding”, IEEE Transactions on Circuits and Systems for Video Technology (T-CSVT), vol. 31, no. 8, pp. 3168-3181, Aug. 2021. (SCI, IF=5.859, 中科院一区/CCF B类)
[7] Yun Zhang, Linwei Zhu, Raouf Hamzaoui, Sam Kwong, and Yo-Sung Ho, “Highly Efficient Mulitview Depth Coding Based on Histogram Projection and Allowable Depth Distortion”, IEEE Transactions on Image Processing (T-IP), vol. 30, pp. 402-417, 2021. (SCI, IF=11.041, 中科院一区/CCF A类)
[8] Linwei Zhu, Sam Kwong, Yun Zhang, Shiqi Wang, and Xu Wang, “Generative Adversarial Network Based Intra Prediction for Video Coding”, IEEE Transactions on Multimedia (T-MM), vol. 22, no. 1, pp. 45-58, Jan. 2020. (SCI, IF=8.182, 中科院一区/CCF B类)
[9] Na Li, Yun Zhang, Linwei Zhu, Wenhan Luo, and Sam Kwong, “Reinforcement Learning based Coding Unit Early Termination Algorithm for High Efficiency Video Coding”, Journal of Visual Communication and Image Representation (JVCIR), vol. 60, pp. 276-286, Apr. 2019. (SCI, IF=2.887, 中科院三区/CCF C类)
[10] Linwei Zhu, Yun Zhang, Shiqi Wang, Hui Yuan, Sam Kwong, and Horace H. S. Ip, “Convolutional Neural Network Based Synthesized View Quality Enhancement for 3D Video Coding”, IEEE Transactions on Image Processing (T-IP), vol. 27, no. 11, pp. 5365-5377, Nov. 2018. (SCI, IF=11.041, 中科院一区/CCF A类)
[11] Linwei Zhu, Yun Zhang, Sam Kwong, Xu Wang, and Tiesong Zhao, “Fuzzy SVM Based Coding Unit Decision in HEVC”, IEEE Transactions on Broadcasting (T-BC), vol. 64, no. 3, pp. 681-694, Sep. 2018. (SCI, IF=5.194, 中科院一区)
[12] Linwei Zhu, Yun Zhang, Zhaoqing Pan, Ran Wang, Sam Kwong, and Zongju Peng, “Binary and Multi-Class Learning Based Low Complexity Optimization for HEVC Encoding”, IEEE Transactions on Broadcasting (T-BC), vol. 63, no. 3, pp. 547-561, Sep. 2017. (SCI, IF=5.194, 中科院一区)
[13] Yun Zhang, Zhaoqing Pan, Yang Zhou, and Linwei Zhu, “Allowable Depth Distortion based Fast Mode Decision and Reference Frame Selection for 3D Depth Coding”, Multimedia Tools and Applications (MTA), vol. 76, no. 1, pp. 1101-1120, Jan. 2017. (SCI, IF=2.577, 中科院四区/CCF C类)
[14] Linwei Zhu, Yun Zhang, Na Li, Gangyi Jiang, and Sam Kwong, “Machine Learning Based Fast H.264/AVC to HEVC Transcoding Exploiting Block Partition Similarity”, Journal of Visual Communication and Image Representation (JVCIR), vol. 38, pp. 824-837, Jul. 2016. (SCI, IF=2.887, 中科院三区/CCF C类)
[15] Linwei Zhu, Yun Zhang, Xu Wang, and Sam Kwong, “View Synthesis Distortion Elimination Filter for Depth Coding in 3D Video Broadcasting”, Multimedia Tools and Applications (MTA), vol. 74, no. 15, pp. 5935-5954, Aug. 2015. (SCI, IF=2.577, 中科院四区/CCF C类)
[16] Linwei Zhu, Yun Zhang, Mei Yu, Gangyi Jiang, and Sam Kwong, “View-Spatial-Temporal Post-Refinement for View Synthesis in 3D Video Systems”, Signal Processing: Image Communication (SP-IC), vol. 28, no. 10, pp. 1342-1357, Nov. 2013. (SCI, IF=3.453, 中科院二区/CCF C类)
会议论文
[1] Linwei Zhu, Yun Zhang, Na Li, Jinyong Pi, and Xinju Wu, “Sparse Representation based Intra Prediction for Lossless/Near Lossless Video Coding”, IEEE International Conference on Visual Communications and Image Processing (VCIP), Macau, China, Dec. 1-4, 2020. (Oral)
[2] Jingyong Pi, Yun Zhang, Linwei Zhu, Xinju Wu, and Xuemei Zhou, “Content Aware Hybrid Equi Angular Cubemap Projection for Omnidirectional Video Coding”, IEEE International Conference
on Visual Communications and Image Processing (VCIP), Macau, China, Dec. 1-4, 2020. (Oral)
[3] Rongqun Lin, Linwei Zhu, Shiqi Wang, and Sam Kwong, “Towards Modality Transferable Visual Information Representation with Optimal Model Compression”, ACM Multimedia Conference (ACM MM), Seattle, United States, Oct. 12-16, 2020. (CCF A类国际会议)
[4] Yali Xue, Xu Wang, Linwei Zhu, Zhaoqing Pan, and Sam Kwong, “Fast Coding Unit Decision for Intra Screen Content Coding based on Ensemble Learning”, IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP), Brighton, UK, May 12-17, 2019. (CCF B类国际会议)
[5] Linwei Zhu, Sam Kwong, Yun Zhang, Xu Wang, and Shiqi Wang, “Multi-Class Ranking Based Most Probable Prediction Unit Selection for HEVC Encoding”, IEEE Visual Communications and Image Processing (VCIP), St Petersburg, Florida, U.S.A, Dec. 10-13, 2017. (Oral)
[6] Yun Zhang, Linwei Zhu, Xiangkai Liu, and Gangyi Jiang, “Allowable Depth Distortion based Depth Preprocessing for High Efficiency 3D Video Coding”, IEEE International Symposium on Circuits and Systems (ISCAS), Montreal, Canada, May. 22-25, 2016.
[7] Linwei Zhu, Gangyi Jiang, Yun Zhang, Mei Yu, Zongju Peng, and Feng Shao, “New Fast Depth Image Based Rendering Method for 3DTV”, IEEE International Conference on Consumer Electronics-Berlin (ICCE-Berlin), Berlin, Germany, Sep. 3-5, 2012. (Oral)
授权的发明专利
[1] 朱林卫，张云，李娜，张欢，乔宇，帧内色度预测方法、装置、设备及视频编解码系统，专利号：ZL201910817597.1，中国，授权公告日：2022.07.19
[2] 张云，朱林卫，李娜，皮金勇，一种帧内预测方法、装置、终端及存储介质，专利号：ZL202010550240.4，中国，授权公告日：2022.04.29
[3] 张云，朱林卫，皮金勇，帧内预测方法、视频编码、解码方法及其相关设备，专利号：ZL201911258971.5，中国，授权公告日：2021.10.29
[4] Sam Kwong, Linwei Zhu, Yun Zhang, Generative Adversarial Network Based Intra Prediction for Video Coding, US11159789B2, 美国，Date of Patent: Oct. 26, 2021.
[5] Sam Kwong, Linwei Zhu, Yun Zhang, Convolutional Neural Network Based Synthesized View Quality Enhancement, US11064180B2, 美国，Date of Patent: Jul. 13, 2021.
[6] 张云，朱林卫，基于学习的高效视频编码方法，专利号：ZL201510137157.3，中国，授权公告日：2019.05.17
[7] 朱林卫，张云，基于机器学习的视频转码方法，专利号：ZL201510708472.7，中国，授权公告日：2018.08.07
[8] 张云，朱林卫，张冠军，多视点深度视频信号的编码方法，专利号：ZL201310443316.3，中国，授权公告日：2017.01.25
[9] 张云，朱林卫，陈前，一种编解码系统的图像与视频重构方法，专利号：ZL201210460004.9，中国，授权公告日：2016.04.13
[10] 张云，朱林卫，蒋刚毅，陈前，虚拟视点图像后处理方法，专利号：ZL201210132641.3，中国，授权公告日：2015.06.03
软件著作权
[1] 朱林卫， 张云，自由视点视频生成软件， 证书号：0923158，2015
[2] 朱林卫， 蒋刚毅，郁梅， 基于深度的虚拟视点绘制软件，证书号：0320822，2011