Lingyu Duan


Email: lingyu@pku.edu.cn
Address:
      Room 2641, Science Buildings, Peking University,
      Beijing, China 100871
Tel: +86 10 6275 8116
Fax: +86 10 6275 1638

I am a professor with the School of Electrical Engineering and Computer Science , Peking University. I received the Ph.D. (2007) from The University of Newcastle, Australia, the M.S. (2002) in Computer Science from the National University of Singapore, Singapore, and the M.S. (1999) in Automation from the University of Science and Technology of China, China, respectively. During my Ph.D. study, I worked on broadcast video analytics. After that, I turned to image retrieval. I joined the Institute of Digital Media, Peking University, as an associate professor in 2008. I'm leading an IMage REtrieval group (IMRE) with PKU IDM. Before that, I was a research scientist with the Institute for Infocomm Research (Singapore) from 2003 to 2008.

My work is mainly focused on visual search engine. Most of my contributions are focused on mobile visual search techniques that use a camera phone to initiate image queries about objects/scenes, and transmit compressed images or compact descriptors to the remote server to perform a visual search, through which the results are eventually sent back to the mobile phone. As an editor and a major contributor, I work on MPEG Compact Descriptors for Visual Search, standardizing techniques that will enable efficient and interoperable design of visual search applications.

Since Dec. 2012, as an associate director, I work with the Rapid-Rich Object Search (ROSE) Lab physically located on a premise provided and maintained by Nanyang Technological University, in Singapore, which is a joint lab between Nanyang Technological University and Peking University, with a vision to create the largest collection of structured domain object database in Asia and to develop rapid and rich object mobile search techniques.

Projects

  • ROSE, 2012-2017. Singapore NRF/MDA Grant. Focus on rich and rapid visual object search.
  • KEY-TECH MVS, 2013-2016. NSFC Grant. Focus on key technologies in mobile visual search.
  • AVS-CRFM, 2014-2018. NSFC Grant. Focus on the compact representation and fast matching of visual features towards AVS based cloud media coding standard and testing platform.
  • VS-TEST, 2012-2014. NSFC Grant. Focus on visual search techniques and standardization towards high fidelity audiovisual methods and apparatus (NSFC Funded Innovation Group)
  • AVIAN, 2010-2012. NSFC Grant. Focus on automatic video annotation.
  • VCMVC, 2009-2013. MOST Grant. Focus on a visual computing model for video coding.
  • LS-IMAD, 2010-2012. MOE Grant. Focus on large-scale image annotation in digital library.
  • MVS-PRO, 2013. ZTE Grant. Focus on mobile visual search techniques and prototype.
  • IND-VS, 2012-2015. Industry Grant. Focus on visual search techniques.
  • IND-VSUR, 2014-2016. Industry Grant. Focus on visual search techniques in surveillance domain.

News

  • Warmest congratulations to Jie Lin on successful completion of his Ph.D. with Beijing Jiaotong University (2014-6-22)
  • Warmest congratulations to Shuang Yang, Yucong Xuan on successful completion of their M.S. with Peking University (2014-6-20)
  • Three ICIP'2014 papers were accepted. (2014-5-21)
  • MPEG CDVS standard enterd the phase of Draft of International standard (DIS) on the MPEG 108th meeting, Valencia, Spain, Apr. 2014. (2014-4-21)
  • The project MVS-PRO (2013) won the ZTE Year Award 2013 for the excellent cooperation between academia and industry. (2014-4-9)
  • "Yinxiang Yanyuan: a PKU Campus Landmark Searcher" (Team members: Yitong Wang, Xiaofang Wang, Qiusi Wang) won the Innovation Star Award of Peking Univ. (Dec. 2013)

Students and collaborators

Ph.D. students

  • Bing Li, 2009 - , co-advised with Prof. Wen Gao
  • Jie Chen, 2010 - , co-advised with Prof. Tiejun Huang
  • Feng Gao, 2013 - , co-advised with Prof. Xiaoming Li

Visiting Ph.D. students

  • Jie Lin (Beijing Jiaotong University, now working with Institute for Infocomm Research, Singapore ), 2011 - , co-advised with Prof. Siwei Luo, Prof. Yaping Huang
  • Rongrong Ji (Harbin Institute of Technology, now working with Xiamen University), 2010, co-advised with Prof. Wen Gao, Prof. Hongxun Yao
  • Ning Zhang (Ryerson University, Canada, now working with Ryerson University), 2009, co-advised with Prof. Ling Guan, Prof. Wen Gao

M.S. students

  • Yan Bai, 2015 -
  • Yihang Lou, 2015 -
  • Yicheng Huang, 2015 -
  • Zhaoliang Liu, 2014 -
  • Yitong Wang, 2013 -
  • Zhangshuai Huang, 2013 -
  • Qiusi Wang, 2013 -
  • Xiaohe Zhang, 2013 -
  • Zhe Wang, 2012 - 2015 (Nanyang Technological University)
  • Yi Zhang, 2012 - 2015 (Renren, Inc.)
  • Chenxia Li, 2012 - 2015 (Baidu, Inc.)
  • Shuang Yang, 2011 - 2014 (HTC Beijing Research Center)
  • Yucong Xuan, 2011 - 2014 (The People's Bank of China)
  • Fangkun Wang, 2011 - 2013 (China Academy of Telecommunication Research)
  • Yiming Chen, 2010 - 2012 (Baidu, Inc.)
  • Zhang Chen, 2009 - 2012 (Tencent, Inc.)

Undergraduate students

  • Yizhi Wang, 2015 -
  • Wei Sun, 2015 -
  • Tiancheng Zhi, 2013 -
  • Xiaofang Wang, 2012 - 2015
  • Yicheng Huang, 2013 - 2015
  • Yitong Wang, 2012 - 2013