PERSONAL INFORMATION:
Name: Pınar Muyan-Özçelik
E-Mail: pmuyan -AT- ucdavis -DOT- edu
Web-Page: http://www.idav.ucdavis.edu/~pmuyan
Department Address: Department of Computer Science
2063 Kemper Hall, University of California, Davis
One Shields Avenue, Davis, CA 95616
EDUCATION:
PhD, Computer Science, University of California, Davis.
[http://www.cs.ucdavis.edu]
MSc, Computer Science, University of British Columbia, June 2004.
[http://www.cs.ubc.ca]
BSc, Computer Engineering, Ege University, June 1999.
[http://bilmuh.ege.edu.tr]
RESEARCH INTERESTS:
GPU Computing [Multitasking Real-Time Embedded Tasks, Automotive Computing, Computer Vision, Medical Imaging, Deformable Registration]
Artificial Intelligence [Robotics, Controller Design, Situated Agents, Machine Learning, Sampling Methods]
PUBLICATIONS:
Feature-Based Speed Limit Sign Detection Using a Graphics Processing Unit, Vladimir Glavtchev, Pinar Muyan-Ozcelik, Jeffrey M. Ota, John D. Owens, To appear in IEEE Intelligent Vehicles Symposium, 2011, Baden-Baden, Germany.
[http://www.idav.ucdavis.edu/~pmuyan/publications/IV-2011-Feature-Based_Speed_Limit_Sign.pdf]
Real-Time Speed-Limit-Sign Recognition on an Embedded System Using a GPU, Pinar Muyan-Ozcelik, Vladimir Glavtchev, Jeffrey M. Ota, John D. Owens, GPU Computing Gems, ed. Wen-mei W. Hwu , 2011, Morgan Kaufmann.
[http://mkp.com/gpu-computing-gems]
A Template-Based Approach for Real-Time Speed-Limit-Sign Recognition on an Embedded System Using GPU Computing, Pinar Muyan-Ozcelik, Vladimir Glavtchev, Jeffrey M. Ota, John D. Owens, The German Association for Pattern Recognition (DAGM) Symposium, 2010, Darmstadt, Germany.
[http://www.idav.ucdavis.edu/~pmuyan/publications/DAGM-2010-A_Template-Based_Approach.pdf]
High performance computing for deformable image registration: Towards a new paradigm in adaptive radiotherapy, Sanjiv S. Samant, Junyi Xia, Pinar Muyan-Ozcelik, and John D. Owens, Medical Physics, August 2008, 35(8):3546–3553.
[http://scitation.aip.org/medphys/]
Fast Deformable Registration on the GPU: A CUDA Implementation of Demons, Pinar Muyan-Ozcelik, John D. Owens, Junyi Xia, Sanjiv S. Samant. International Conference on Computational Science and Its Applications (ICCSA), 2008, Perugia, Italy.
[http://www.idav.ucdavis.edu/~pmuyan/publications/ICSSA-2008-Fast_Deformable_Registration.pdf]
Situated Robot Design with Prioritized Constraints, Pinar Muyan-Ozcelik and Alan K. Mackworth, IEEE/RSJ International Conference on Intelligent Robots and Systems (IROS), 2004, Sendai, Japan.
[http://www.idav.ucdavis.edu/~pmuyan/publications/IROS-2004-Situated_Robot_Design.pdf]
Prioritized Constraints in the Design of a Situated Robot, Pinar Muyan-Ozcelik, MSc Thesis: Dept. of Computer Science, University of British Columbia, 2004, Vancouver, Canada.
[http://www.idav.ucdavis.edu/~pmuyan/publications/MSc_Thesis-2004-Prioritized_Constraints.pdf]
A Blessing of Dimensionality: Measure Concentration and Probabilistic Inference, Pinar Muyan and Nando de Freitas, International Workshop on Artificial Intelligence and Statistics (AI-STATS), 2003, Key West, FL, USA.
[http://www.idav.ucdavis.edu/~pmuyan/publications/AI_STATS-2003-Blessing_of_Dimensionality.pdf]
PRESENTATIONS:
Feature-based Speed Limit Sign Detection using a Graphics Processing Unit, Talk will be given [by Vladimir Glavtchev] at IEEE Intelligent Vehicles Symposium, Baden-Baden, Germany, June 6, 2011.
Deformable Registration Using GPU Computing, Talk given at Radiation Oncology Department,
UC Davis Medical Center, Sacramento, CA, April 19, 2011.
A Template-Based Approach for Real-Time Speed-Limit-Sign Recognition on an Embedded System Using GPU Computing, Poster presentation at The German Association for Pattern Recognition (DAGM) Symposium, Darmstadt, Germany, September 23, 2010.
Driver Assistance: Speed-Limit Sign Recognition on the GPU, Poster presentation [by Vladimir Glavtchev] at GPU Technology Conference (GTC), San Jose, CA, September 21, 2010.
A GPU Approach to Speed Limit Sign Recognition, Talk given [with John D. Owens, Vladimir Glavtchev, and Jeffrey M. Ota] at GPU Technology Conference (GTC), San Jose, CA, October 2, 2009.
Speed-limit Sign Recognition with GPU Computing, Poster presentation [with Vladimir Glavtchev] at GPU Technology Conference (GTC), San Jose, CA, October 1, 2009.
GPU Computing in Tomorrow's Automobiles, Talk given [with Vladimir Glavtchev] at nVision, San Jose, CA, August 27, 2008.
Fast Deformable Registration on the GPU: A CUDA Implementation of Demons, Talk given at International Conference on Computational Science and Its Applications (ICCSA), Perugia, Italy, July 1, 2008. [presented in the first technical session on UnConventional High Performance Computing (UCHPC)].
GPGPU in Medical Imaging: Demons Registration with CUDA, Talk given at Eigen, Grass Valley, CA, October 26, 2007.
Situated Robot Design with Prioritized Constraints, Talk given at IEEE/RSJ International Conference on Intelligent Robots and Systems (IROS), Sendai, Japan, October 1, 2004.
Prioritized Constraints in the Design of a Situated Robot, MSc exit seminar at University of British Columbia (UBC), Laboratory for Computational Intelligence (LCI), Vancouver, Canada, May 21, 2004.
Constraint-based Design of Ainia, a Robotic Kicker, Poster presentation at 13th Annual Canadian Conference on Intelligent System (IS2003), Halifax, Canada, June 8-10, 2003.
TEACHING:
2001-2004:
Graduate Teaching Assistant,
University of British Columbia, Dept. of Computer Science
[http://www.cs.ubc.ca]
HONORS AND AWARDS:
NVIDIA Graduate Fellowship, 2011-2012.
[http://research.nvidia.com/relevant/graduate-fellowship-program]
Google Anita Borg Scholarship Finalist, 2009.
[http://www.google.com/anitaborg]
UC Davis Fee Fellowship recipient, 2005-2007.
[http://www.cs.ucdavis.edu]
Precarn Graduate Student Scholarship recipient, 2002-2003.
[http://www.precarn.ca]
St. John's College member, 2000-2004.
[http://www.stjohns.ubc.ca]
AIESEC exchange student, 1997-1998 and 1999-2000.
[http://www.aiesec.org]
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