Xi Chen
Ph.D. I have graduated and left the department since January 2015.
Postgraduate researcher in
Content-Based Image and Information Retrieval(CBIR) Group
Information and Computer Science Department
Aalto University School of Science, Finland.
- Office:
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Room T-B249 in Computer Science Building,
Konemiehentie 2, Otaniemi campus area, Espoo - Postal Address:
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Aalto University School of Science,
Department of Information and Computer Science,
P.O. Box 15400, FI-00076 Aalto, Finland - Telephone:
- +358 44 0899931
- Email:
- firstname.lastname@aalto.fi
Education
- 2000–2004 Bachelor of Engineering in Measuring and Control Technology and Instruments, Tianjin University, China.
- 2004–2007 Master of Science in Precision Measuring Technology and Instruments, Tianjin University, China.
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2007–2009 Double Master Degree from Erasmus Mundus Programme
Master of Science in Space Technology, Luleå University of Technology, Sweden;
Master of Science (Technology) with distinction (honor) in Space Robotics and Automation, Helsinki University of Technology, Finland. - 2009.9–2015.1 PhD in Machine Learning and Computer Vision, Aalto University School of Science, Finland.
Research
My multidisciplinary background enriches my comprehensive understanding from electronic engineering to computer science. Currently my research interests in Gesture recogniton and Image searching
Publications
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Xi Chen and Markus Koskela. Using Appearance-Based Hand Features For Dynamic RGB-D Gesture Recognition. In Proceedings of the 22nd International Conference on Pattern Recognition (ICPR14), Stockholm, Sweden, Aug 2014.
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Kyunghyun Cho and Xi Chen. Classifying and Visualizing Motion Capture Sequences using Deep Neural Networks. In Proceedings of the 9th International Conference on Computer Vision Theory and Applications (VISAPP2014), Lisbon, Portugal, Jan 2014. *Authors have equal contribution.
[pdf]
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Xi Chen and Markus Koskela. Online RGB-D Gesture Recognition with Extreme Learning Machines. In Proceedings of the 15th ACM International Conference on Multimodal Interaction (ICMI 2013), Sydney, Australia, Dec 2013.
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Xi Chen and Markus Koskela. Skeleton-Based Action Recognition with Extreme Learning Machines. (In press) Neurocomputing, DOI:10.1016/j.neucom.2013.10.046, 2013.
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Xi Chen and Markus Koskela. Sequence Alignment for RGB-D and Motion Capture Skeletons. In Proceedings of International Conference on Image Analysis and Recognition (ICIAR 2013), Póvoa de Varzim, Portugal, Jun 2013.
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Xi Chen and Markus Koskela. Classification of RGB-D and Motion Capture Sequences Using Extreme Learning Machine. In Proceedings of Scandinavian Conference on Image Analysis (SCIA 2013), Espoo, Finland, Jun 2013.
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Zhirong Yang, Tele Hao, Onur Dikmen, Xi Chen, Erkki Oja. Clustering by Nonnegative Matrix Factorization Using Graph Random Walk. In NIPS 2012.
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[codes]
[supplemental document]
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Yasir Mehmood, Mudassar Abbas, Xi Chen, and Timo Honkela. Self-organizing maps of nutrition, lifestyle and health situation in the world. In Proceedings of the 8th International Conference on Advances in Self-organizing Maps, Espoo, Finland,2011.
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Xi Chen and Markus Koskela. Mobile visual search from dynamic image databases. In Proceedings of Scandinavian Conference on Image Analysis (SCIA 2011), Ystad, Sweden, May 2011.
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Xi Chen, Markus Koskela, and Jouko Hyväkkä. Image based information access for mobile phones. In Proceedings of 8th International Workshop on Content-Based Multimedia Indexing, Grenoble, France, June 2010.
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Old Publications
- X Chen, G X Zhang, S Z Zhao and F J Duan. Analysis and Measurement for the Optical Error of the Cat’s Eye Retro-Reflector. In Journal of Physics: Conference Series 48 (2006) 64–68
[pdf] - CHEN Xi, LI Xing-hua, ZHANG Guo-xiong and ZHAO Shu-zhong. The Method of the Calibration of the Base Points in the Laser Tracking 3D Coordinates Measuring System. In Journal of Astronautic Metrology and Measurement. Vol.27, No.2. April, 2007. [pdf]
Teaching
Currently I am an course assistant for T-61.5070 Computer Vision P
Previous assisted course
Skills
- Electronics: Circuit design and simulation of digital and analog electronics.
- Embedded system: AVR microcontroller: ATmega128, AT90USB162; C8051F.
- Mechanism design: Familiar with AutoCAD, Pro/Engeering.
- Programming: Matlab, C++, bash, Labview.
Note: Electronic papers shared on this website are for fast dissemination of research work. The copyrights of the papers belong to the corresponding publishers.