基本信息
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职业迁徙
个人简介
EDUCATION
Ph.D., Electrical and Computer Engineering September 2004
Electrical and Computer Engineering Department, University of California, Santa Barbara, CA
Dissertation title: “Variational Image Segmentation and Curve Evolution on Natural Images”.
Advisor: Prof. B.S. Manjunath.
M.S., Electrical and Computer Engineering March 2000
Electrical and Computer Engineering Department, University of California, Santa Barbara, CA
Curriculum Focus: Digital Signal Processing and Communications.
B.S., Double Major in Electrical Engineering and
Mathematics
June 1998
Department of Electrical and Electronic Engineering, Bogazici University, Istanbul, Turkey
Department of Mathematics, Bogazici University, Istanbul, Turkey
Thesis title: “Computerized Cephalometric Analysis.” Advisor: Prof. Bulent Sankur.
EXPERIENCE
Post-Doctorate Researcher October 2004 –
Vision Research Lab, University of California, Santa Barbara, CA
- Devised algorithms for learning image patterns in immunoflourescence retinal images.
- Co-mentored and guided Ph.D. and undergrad students in their thesis requirements and research projects in bioinformatics
and image processing.
- Designed image processing and feature extraction components and participated in the design of the architecture for a
large-scale geographically distributed medical image database, which is funded by NSF.
Graduate Student Researcher August 1998 – December 2003
Vision Research Lab, University of California, Santa Barbara, CA
- PhD Thesis on ”Variational Image Segmentation and curve evolution on Natural Images”.
Thesis can be downloaded in pdf format from my web page.
- Developed novel and state of the art variational techniques for image segmentation on natural images.
- Designed efficient and effective methods for vector field driven multi-scale edge detection and image segmentation.
- Created a segmentation method by formulating graph partitioning problem as a cost function solved within variational
framework (Graph partitioning active contours).
- Built a multimedia search and semantic categorization system for web images, which is successfully demonstrated on
over 600,000 web images.
- Shown a successful method for pruning categories of images and eliminating outliers. General patterns are learned by
utilizing segmentation and image analysis.
- Worked on the MPEG-7 standard for the design of the homogenous texture descriptor that is based on Gabor wavelets.
This design has been accepted to the MPEG-7 standard.
Summer Intern June 2002 – September 2002
Multimedia Asset Management Group, HP Labs, Palo Alto, CA
-Worked on designing, indexing and browsing of video databases. Created an application and javascript-based interactive
web interface for semi-automatic indexing of home videos, which is successfully tested on more than 30 hours of video.
- Developed a video database for easy search and retrieval of indexed contents.
研究兴趣
论文共 46 篇作者统计合作学者相似作者
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Baris Sumengen,Anand Rajagopalan,Gui Citovsky,David Simcha,Olivier Bachem,Pradipta Mitra, Sam Blasiak, Mason Liang,Sanjiv Kumar
arxiv(2021)
引用1浏览0EI引用
1
0
mag(2015)
引用23浏览0引用
23
0
WACV '12 Proceedings of the 2012 IEEE Workshop on the Applications of Computer Visionpp.489-496, (2012)
mag(2012)
引用20浏览0引用
20
0
Salih Burak Gokturk,Baris Sumengen,Diem Vu,Navneet Dalal, Danny Yang,Xiaofan Lin, Azhar Khan, Munjal Shah,Dragomir Anguelov,Lorenzo Torresani,Vincent Vanhoucke
mag(2012)
引用175浏览0引用
175
0
Salih Burak Gokturk,Baris Sumengen,Diem Vu,Navneet Dalal, Danny Yang,Xiaofan Lin, Azhar Khan, Munjal Shah,Dragomir Anguelov,Lorenzo Torresani,Vincent Vanhoucke
mag(2010)
引用433浏览0引用
433
0
IEEE Transactions on Image Processingno. 2 (2010): 478-490
Salih Burak Gokturk,Baris Sumengen,Diem Vu,Navneet Dalal, Danny Yang,Xiaofan Lin, Azhar Khan, Munjal Shah,Dragomir Anguelov,Lorenzo Torresani,Vincent Vanhoucke
mag(2010)
引用314浏览0引用
314
0
Salih Burak Gokturk,Baris Sumengen,Diem Vu,Navneet Dalal, Danny Yang,Xiaofan Lin, Azhar Khan, Munjal Shah,Dragomir Anguelov,Lorenzo Torresani,Vincent Vanhoucke
mag(2010)
引用329浏览0引用
329
0
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