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Research Interests
- Sampling
of Plenoptic Function
- Computational
Photography
- Multimedia
Signal Processing and Communication
Education
2007.9~2012.3
Ecole Polytechnique Fédérale de Lausanne,
Ph.D., School of Computer and Communication Sciences,
- Thesis
topic: Bits from photons: Oversampled binary image acquisition (Fritz
Kutter Award for best PhD thesis)
- Adviser:
Prof. Martin Vetterli, Co-adviser: Luciano Sbaiz (Google Zürich)
2004.9~2007.7 Tsinghua University,
M.S., Department of Automation,
- Thesis
topic: Distributed source coding: Design and applications (Outstanding
master thesis of Tsinghua University)
- Adviser: Prof.
Qionghai Dai
2000.9~2004.7 Tsinghua University,
B.S., Department of Automation, (Ranked 6th in
Shaanxi province in the national college entrance exam)
- Thesis
topic: Content based load balancing for streaming cluster
- Adviser:
Prof. Qionghai Dai
Professional experience
Technology Consultant, Rambus Labs, Rambus Inc., Sunnyvale, March
2012 to September 2013.
Research Intern, Visual Computing and Ubiquitous
Imaging Team, Nokia Research Center, Palo Alto, August 2010 to February
2011.
Research Intern, Corporate Technology Group, Intel
China Research Center, Beijing, December 2006 to June 2007.
Teaching assistant
- Statistical
signal processing and applications, spring~2010
- Digital
photography, spring~2009
- Color
imaging, autumn~2008
Project supervisor
Master thesis project
[1] Junjun Zhang, Multi-frame imaging system, fall~2012
Master semester project
[7] Céline Heldner, See through scattering, spring~2013
[6] Fréjaville Camille Chloé Emmeline, Visual tour: scene summarization for a
city, fall~2012
[5] Sergiu Gaman, Video stabilization using Kinect camera,
spring~2012
[4] Uday Takyar,
Mobile phone as an image scanner, fall~2011
[3] Ljupce Nikolov,
Video stabilization, co-advised with Yigang Peng from
Tsinghua University, fall~2011
[2] Alexandre Chappuis, Tag
your memory with colors: Semi-automatic recoloring on interested objects via hypergraph learning, co-advised with Li Pu from EPFL,
fall~2011
[1] Jonathan Pittet, Mobile
phone as an image scanner, co-advised with Kari Pulli from Nokia, spring~2011
PhD thesis
F. Yang, M. Vetterli and L. Sbaiz (Dirs.). Bits
from Photons: Oversampled Binary Image Acquisition, EPFL, Lausanne, 2012. (Slides for PhD defense)
Publications
Journal Article
[3] F. Yang and J. Suo, Light
field: theory, acquisition and applications. Communications of China
Computer Federation, vol. 8, no. 8, pp. 13-19, 2012 (In Chinese).
[2] F. Yang, Y.M. Lu, L. Sbaiz and M. Vetterli, Bits from Photons: Oversampled Image Acquisition Using Binary
Poisson Statistics , IEEE Trans.
on Image Processing , vol. 21, issue 4, pp. 1421-1436, 2012.
[1] G. Ding, F. Yang, Q. Dai, and W. Xu. A distributed
source coding theorem based region of interest image compression method. IEE
Electronics Letters, vol. 41, no. 22, pp. 1215-1217, Oct. 2005.
Report
[1] F. Yang, Y.M. Lu, L. Sbaiz and M. Vetterli, Bits from Photons: Oversampled Image Acquisition Using Binary
Poisson Statistics , Ecole
Polytechnique Fédérale de
Lausanne, Tech. Rep. 166345, Jun. 2011.
Conference paper
[18] J. Zhang, F. Yang, T. Vogelsang, D. Stork and M.
Vetterli. Multichannel sampling of low light scenes with unknown
shifts , In Proc. of IEEE
International Conference on Image Processing , Melbourne, Australia, Sep.
15-18, 2013.
[17] F. Yang, and M. Vetterli. Oversampled
noisy binary image sensor. In Proc.
of IEEE International Conference on Acoustics, Speech and Signal Processing,
Vancouver, May 26-31, 2013.
[16] Y. Wen, Z. Liu, W. Shi, Y. Jiang, A. Cheng, F. Yang and
A. Kohar. Support for power efficient mobile video playback on
simultaneous hybrid display.
In Proc. of the 10th IEEE
Symposium on Embedded Systems for Real-time Multimedia, Tampere, Oct.
2012.
[15] Z. Chen, F. Yang, A. Lindner, G. Barrenetxea
and M. Vetterli. How is the Weather: Automatic Inference from Images, In Proc. of IEEE International Conference
on Image Processing, Orlando, USA, Sept. 30-Oct.
3, 2012.
[14] Y. Peng, F. Yang, Q. Dai, W. Xu and M. Vetterli. Super-resolution from unregistered aliased images with
unknown scalings and shifts, In Proc. of IEEE International Conference on
Acoustics, Speech and Signal Processing, Kyoto, Japan, May 25-30, 2012.
[13] W. Shi, J. Yang, Y. Jiang, F. Yang and Y. Xiong. SenGuard: Passive User Identification on Smartphones Using Multiple Sensors, In Proc. of the 7th IEEE International Conference
on Wireless and Mobile Computing, Networking and Communications, Shanghai,
China, 2011.
[12] F. Yang, L. Sbaiz, E. Charbon, Y. Lu, S. Süsstrunk and
M. Vetterli, The Gigavision Camera, Presented at: IEEE International
Conference on Computational Photography, MIT, Boston, Massachusetts, USA, March 28-30, 2010.
[11] F. Yang, Y.M. Lu, L. Sbaiz and M. Vetterli, An Optimal Algorithm for Reconstructing Images from Binary
Measurements, In Proc. of IS&T/SPIE
Electronic Imaging, Computational Imaging VIII, 2010.
[10] F. Yang, L. Sbaiz, E. Charbon, S. Süsstrunk and M.
Vetterli, On Pixel Detection Threshold in the Gigavision
Camera, In Proc. of IS&T/SPIE
Electronic Imaging, Digital Photography VI, Vol. 7537, 2010.
[9] F. Yang, L. Sbaiz, E. Charbon, S. Süsstrunk and M.
Vetterli, Image Reconstruction in the Gigavision
Camera, IEEE 12th International
Conference on Computer Vision, Ninth Workshop on Omnidirectional Vision, Camera
Networks and Non-classical Cameras, pp. 2212-2219, 2009.
[8] L. Sbaiz, F. Yang, E. Charbon, S. Süsstrunk and M.
Vetterli, The Gigavision Camera, In Proc. of IEEE International Conference on
Acoustics, Speech and Signal Processing, pp. 1093-1096, 2009.
[7] G. Ding and F. Yang. A distributed video coding scheme
based on denoising techniques. In Proc. of 13th
Int. Multimedia Modeling Conference, LNCS 4351, pp.237-246, Singapore, Jan.
2007.
[6] C. Xue, L. Li, F. Yang, P. P. Wang, T. Wang, Y. Zhang,
and Y. Sun. Automated home video editing: A multi-core solution. In Proc. of
ACM 15th Int. Conference on Multimedia, pp.453-454, Augsburg, Sep. 2007.
[5] F. Yang, Q. Dai, and G. Ding. Multi-view images coding
based on multiterminal source coding. In Proc. of IEEE Int. Conference on
Acoustics, Speech and Signal Processing, pp.1037-1040, Honolulu, Apr. 2007.
[4] F. Yang, G. Ding, Q. Dai, and Y. Yin, Wavelet based
scalable Wyner-Ziv video coding, In Proc. of Int.
Picture Coding Symposium, Beijing, Apr. 2006.
[3] G. Ding, Q. Dai, Y. Yin, and F. Yang, Scalable video
coding based on Wyner-Ziv framework, In Proc. of IEEE
Visual Communications and Image Processing, Beijing, Jul. 2005.
[2] G. Ding, Q. Dai, F. Yang, and Y. Yin, A new
region-of-interest image compression method based on Wyner-Ziv
coding, In Proc. of IEEE Visual Communications and Image Processing,
Beijing, Jul. 2005.
[1] F. Yang, G. Ding, Q. Dai and Y. Yin, Adaptive key frame
selection Wyner-Ziv video coding, In Proc. of IEEE
7th Workshop on Multimedia Signal Processing, Shanghai, Oct. 2005.
Patent
[3] Q. Dai, F. Yang, and G. Ding, A method for video compression
supporting random access video playback (Patent number: CN101005622).
[2] Q. Dai, F. Yang, and G. Ding, A method for robust image
compression based on distributed source coding (Patent number: CN1988670).
[1] G. Ding, Q. Dai, Z. Yu, and F. Yang, A method for robust
video coding without prediction circle. (Patent number: CN1889687).