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Title: |
position focus on image processing and computer vision
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Location: |
US-Michigan-Detroit
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Work History: |
Research Assistant (01/2004-05/2008), Department of Electrical and Computer Engineering, Clemson University
Conducted research in Automatic Linear Feature Analysis, this work is focused on developing a fast and automatic algorithm for detecting linear structures such as plant root, retinal vessel, palmprint and highway road in imagery.
• Studied and compared template matching-based and scale space-based methods for linear structure detection.
• Developed a method for underground plant roots detection in minirhizotron images based on matched filtering and local entropy thresholding.
• Developed a multiple directional non-maximum suppression algorithm for linear feature detection.
• Designed and built software framework for linear structures detection based on C++.
Research Intern (05/2007-08/2007), Radiology Support Unit, Mayo Clinic, Rochester, MN
Participated in IMT program enhancement project; the goal is to automate the ultrasound measurements of intima-media thickness (IMT) of carotid arteries using image processing techniques.
• Developed an algorithm to distinguish longitudinal clips from transverse clips based on edge detection.
• Developed a method for automatic detection of intima-media interface location
• Recognize annotation characters in ultrasound images
• Designed and implemented a novel method for gating phase-matched frames in video clips by tracking the fluctuation of vessel diameter.
Research Intern (05/2008-Present), Eigen Corporation, Grass Valley, CA
Participated in QSA project; this project is to develop an automatic real-time system for stenosis detection with X-ray Digital Subtraction Angiography (DSA).
• Developed an automatic algorithm to detect stenosis in x-ray images based on centerline expansion.
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Skills: |
Summary of Qualification
• Image processing and computer vision
• Object segmentation, recognition and tracking
• Statistical pattern recognition
• Optical character recognition
• Biomedical image analysis based on x-ray and ultrasound
• Software development and object-oriented programming
Computer Skills
• Programming Language: C/C++, Matlab, Maple, Prolog, Soar.
• Image Libraries: OpenCV, Blepo, IPL.
• Operating Systems: GNU/Linux, Windows 98/ME/2000/XP.
• Desktop Applications: Word, Excel, PowerPoint, Project, FrontPage, OpenOffice, CVS, LaTex
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Education: |
Education
• Ph.D. 10/2008 Electrical Engineering, Clemson University, Clemson, SC
• M.S. 05/2005 Electrical Engineering, Clemson University, Clemson, SC
• B.S. 08/1998 Industrial Automation, Xiangtan University, Xiangtan, China
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Endorsements
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GUANG has received 0 endorsements.
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GUANG has endorsed 0 Members.
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Public Messages
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06.13.08 |
Hello Guang,
Thanks for your interest in a career with Philips!
Please go to our career site and use our online application to complete the rest of our process for this position.
Here is the link:
https://careers.peopleclick.com/careerscp/client_philips/external/gateway.do?functionName=viewFromLink&jobPostId=179492&localeCode=en-us
Thanks!
Katie McAuliffe |
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