Zichong Chen

Zichong CHEN
Audiovisual Communications Laboratory (LCAV )
School of Computer and Communication Sciences (IC)
Ecole Polytechnique Fédérale de Lausanne (EPFL)
 
Office: BC 366
Phone: +41 (0)21 693 1207
Fax: +41 (0)21 693 4312
Email: zichong.chen@epfl.ch
Address: EPFL – I&C – LCAV
BC 366 (Building BC)
Station 14
1015 Lausanne, Switzerland

Short bio

I received the B.Sc. degree from Tsinghua University in June 2008, and the PhD degree from Swiss Federal Institute of Technology (EPFL) in Jan 2013. After graduation, I spent one year as a Post-doctoral Researcher at LCAV/ EPFL. I’m joining Huawei research center in Hangzhou. If you wish to contact me send me an e-mail at chenzc04 at gmail.com.

More information at https://sites.google.com/site/chenzc04

Software

  1. Weatherlearn: Automated weather inference (recognition) algorithm, based on active learning and multiple kernel learning techniques. The features used are HSV color, dense SIFT, local binary patterns (LBP), gradient, and motion. We also provide a dataset with 1000 labeled panorama images shot at EPFL. The labels are sunny, cloudy and overcast. See our paper for more details:  Z.Chen et al.,  How is the Weather: Automatic Inference from Images, ICIP 2012 . [ Matlab code ] [ Dataset ]
  2. EVCoder: Event-driven video coding (EVC) algorithm, designed for static monitoring cameras. The compression efficiency is significantly better than H.264 video codec. See our paper for more details: Z. Chen et al., Event-Driven Video Coding for Outdoor Wireless Monitoring Cameras. ICIP 2012[  Matlab code ]

 

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Publications

H. Huwald; T. J. Brauchli; Z. Chen; S. Weijs : Stream flow velocity measurement with smartphones: a technique for citizen observatories, decision-making, and water management ; 26th General Assembly International Union of Geodesy and Geophysics (IUGG), Prague, Czech Republic, June 2015.
Z. Chen; J. Ranieri; R. Zhang; M. Vetterli : DASS: Distributed Adaptive Sparse Sensing; IEEE Transactions on Wireless Communications. 2015. DOI : 10.1109/Twc.2014.2388232.
S. V. Weijs; Z. Chen : Measuring surface flow velocity with smartphones: potential for citizen observatories ; EGU general assembly, Vienna, April 27 – May 02, 2014.
Z. Chen / M. Vetterli; G. Barrenetxea (Dir.) : Cooperative Visual Monitoring in Energy-Constrained Wireless Sensor Networks. Lausanne, EPFL, 2013. DOI : 10.5075/epfl-thesis-5608.
Z. Chen; G. Barrenetxea; M. Vetterli : Event-Driven Video Coding for Outdoor Wireless Monitoring Cameras. 2012. IEEE International Conference on Image Processing (ICIP 2012).
Z. Chen; F. Yang; A. Lindner; G. Barrenetxea; M. Vetterli : How is the Weather: Automatic Inference from Images. 2012. IEEE International Conference on Image Processing (ICIP 2012).
Z. Chen; P. Prandoni; G. Barrenetxea; M. Vetterli : Sensorcam: An Energy-Efficient Smart Wireless Camera for Environmental Monitoring. 2012. 11th ACM/IEEE Conference on Information Processing in Sensor Networks (IPSN 2012), Beijing, China, April 16-20, 2012.
Z. Chen; G. Barrenetxea; M. Vetterli : Distributed Successive Refinement of Multiview Images Using Broadcast Advantage; IEEE Transactions on Image Processing. 2012. DOI : 10.1109/TIP.2012.2205008.
Z. Chen; G. Barrenetxea; M. Vetterli : Share Risk and Energy: Sampling and Communication Strategies for Multi-Camera Wireless Monitoring Networks. 2012. 31st Annual IEEE International Conference on Computer Communications (INFOCOM 2012), Orlando, Florida, USA, March 25-30, 2012.
Z. Chen : Sensorcam cameras and image registration. 2011.
Z. Chen; G. Barrenetxea; M. Vetterli : Distributed Successive Approximation Coding using Broadcast Advantage: the Two-Encoder Case. 2010. 48th Annual Allerton Conference on Communication, Control and Computing, Monticello, IL, USA, September 29 - October 1, 2010. DOI : 10.1109/ALLERTON.2010.5707034.