Kyoung Rok Lee
Principal Computer Vision Engineer at AWM Smart Shelf- Claim this Profile
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Korean -
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English -
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Bio
Experience
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AWM
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United States
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IT Services and IT Consulting
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1 - 100 Employee
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Principal Computer Vision Engineer
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Jul 2020 - Present
•Multi-camera intrinsics and extrinsics calibration, which supports both pinhole and fisheye cameras. •Real-time multi-human 3D pose estimation and tracking with multiple calibrated cameras. •Multi-camera intrinsics and extrinsics calibration, which supports both pinhole and fisheye cameras. •Real-time multi-human 3D pose estimation and tracking with multiple calibrated cameras.
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Hexagon Manufacturing Intelligence
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United Kingdom
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IT Services and IT Consulting
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700 & Above Employee
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Computer Vision Engineer
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Feb 2015 - Jul 2020
• RS-SQUARED Area Scanner: Development on a structured-light based 3D stereo vision system. Scanning algorithm development in C++ and CUDA for high measurement rate and professional-grade accuracy.• Augmented Reality (AR) program to visualize scanned pointcloud with Microsoft Hololens• Object classification using tensorflow and 3D pointcloud registration.
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Independent Consultant
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Aug 2014 - Jan 2015
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UC San Diego
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United States
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Higher Education
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700 & Above Employee
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Graduate Student Researcher
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Sep 2009 - Dec 2014
Algorithm development in C++ and CUDA to enhance noisy or low-resolution depth maps using high-resolution color images. The approach is based on sample selection and refinement in conjunction with multi-lateral filtering. Algorithm development in C++ and CUDA for camera tracking and surface mapping using a handheld RGB-D camera. The method is effective in challenging situations such as fast camera motion or geometrically featureless scenes. The approach includes a robust orientation estimation based on quaternion method and a weighted Iterative Closest Point method for better rate of convergence in optimization and accuracy in resulting trajectory. Show less
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Qualcomm
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United States
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Telecommunications
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700 & Above Employee
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Interim Engineering Intern
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Jun 2011 - Sep 2011
Development and simulation in C++ for a text detection algorithm in natural images based on machine learning technique. Resulting algorithm is used for real-time translator application. Development and simulation in C++ for a text detection algorithm in natural images based on machine learning technique. Resulting algorithm is used for real-time translator application.
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Atalgo, Inc
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Poway, CA
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Software Engineering Intern
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Jun 2009 - Sep 2009
Development of an object extraction method in C++ for video conference. Optimization of existing encoding method to provide high-quality video while reducing the bandwidth required. Development of an object extraction method in C++ for video conference. Optimization of existing encoding method to provide high-quality video while reducing the bandwidth required.
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Education
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University of California, San Diego
PhD, Electrical and Computer Engineering -
University of California, San Diego
Master of Science (M.S.), Computer Science -
Kyungpook National University
Bachelor of Engineering, Computer Engineering