eric huang resume cmu

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Yujia (Eric) Huang [email protected] / [email protected] King Edward, Apt 406, 4601 Bayard St. Pittsburgh, PA 15213, Phone: 6124020842 OBJECTIVE Summer Internship 2016 in Computer Vision or Machine Learning related field EDUCATION Carnegie Mellon University, School of Computer Science, Pittsburgh, Pennsylvania, USA Master of Science in Computer Vision, December 2016 Cumulative GPA: N/A University of Minnesota Twin Cities, College of Science and Engineering, Minneapolis, Minnesota, USA Bachelor of Science in Computer Engineering, May 2015 Cumulative GPA: 3.97/4.0 PROJECTS Vision-based Indoor Navigation September 2014 to May 2015 Minneapolis, USA C++, Matlab, OpenCV, KinectFusion Undergraduate researcher in Multiple Autonomous Robotics Systems Laboratory (MARS) Implemented an image stitching program and achieved high-quality results Improved large scale image matching using vocabulary tree and obtained state-of-the-art performance Modified PCL library to run customized surface reconstruction Scalable Structure from Motion for Street View September 2015 to December 2015 Pittsburgh, USA C++, Matlab, OpenCV, Armadillo, Ceres Solver Multi-view 3D reconstruction pipeline for modeling streets and camera trajectory recovery Applied bundle adjustment using Google Ceres solver to improve accuracy 3D Reconstruction of Lego House January 2015 to May 2015 Pittsburgh, USA Matlab 3D reconstruction based on stereo imaging system Implemented all computer vision and machine learning algorithms without 3 rd party library Smart Bicycle Parking System April 2012 to April 2013 Chengdu, China C, Microcontroller, Socket Programming Team leader responsible for the budget and schedule management, designing work procedures Published two academic papers on international conferences (IEEE CCIS, CITCS) COURSES (2015 Fall & 2016 Spring/Fall*) Machine Learning Computer Vision Design Computer Vision App *Computer Graphics *Visual Learning and Recognition *Geometry-based Methods in Vision *MSCV Capstone Project AWARDS & PUBLICATIONS High Distinction Graduate ----- University of Minnesota, 2015 Wuyuzhang-Tanglixing Scholarship ----- Sichuan University 2014, 2013, 2012 Maroon Global Excellent Scholarship ----- University of Minnesota, 2013 Sichuan University - Lawrence University Visual Robots Competition Finalist, 2012 Y. Huang, Z. Yang, S. Xiong, “The Research on the Control Algorithm of IoT Based Bicycle Parking System” IEEE CCIS 2012 Y. Huang, Z. Yang, S. Xiong, “Design and Implementation of A Bicycle Parking System Based on Internet-of-things” CITCS 2012 LANGUAGES SKILLS (*proficient) English, Working Proficiency *C++, Objective C, *C, Java, *Matlab, Python Mandarin Chinese Native Fluency *OpenCV, IOS frameworks, PCL, Armadillo/Eigen Library

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Page 1: ERIC HUANG Resume CMU

Yujia (Eric) Huang [email protected] / [email protected]  King Edward, Apt 406, 4601 Bayard St. Pittsburgh, PA 15213, Phone: 6124020842  

OBJECTIVE  •   Summer Internship 2016 in Computer Vision or Machine Learning related field  EDUCATION  Carnegie Mellon University, School of Computer Science, Pittsburgh, Pennsylvania, USA  •   Master of Science in Computer Vision, December 2016 Cumulative GPA: N/A University of Minnesota Twin Cities, College of Science and Engineering, Minneapolis, Minnesota, USA  •   Bachelor of Science in Computer Engineering, May 2015 Cumulative GPA: 3.97/4.0  PROJECTS   Vision-based Indoor Navigation September 2014 to May 2015 Minneapolis, USA C++, Matlab, OpenCV, KinectFusion  •   Undergraduate researcher in Multiple Autonomous Robotics Systems Laboratory (MARS) •   Implemented an image stitching program and achieved high-quality results •   Improved large scale image matching using vocabulary tree and obtained state-of-the-art performance •   Modified PCL library to run customized surface reconstruction Scalable Structure from Motion for Street View September 2015 to December 2015 Pittsburgh, USA C++, Matlab, OpenCV, Armadillo, Ceres Solver  •   Multi-view 3D reconstruction pipeline for modeling streets and camera trajectory recovery •   Applied bundle adjustment using Google Ceres solver to improve accuracy 3D Reconstruction of Lego House January 2015 to May 2015 Pittsburgh, USA Matlab  •   3D reconstruction based on stereo imaging system •   Implemented all computer vision and machine learning algorithms without 3rd party library Smart Bicycle Parking System April 2012 to April 2013 Chengdu, China C, Microcontroller, Socket Programming •   Team leader responsible for the budget and schedule management, designing work procedures •   Published two academic papers on international conferences (IEEE CCIS, CITCS)  COURSES (2015 Fall & 2016 Spring/Fall*)  Machine Learning Computer Vision Design Computer Vision App *Computer Graphics  *Visual Learning and Recognition *Geometry-based Methods in Vision *MSCV Capstone Project    AWARDS & PUBLICATIONS  High Distinction Graduate ----- University of Minnesota, 2015 Wuyuzhang-Tanglixing Scholarship ----- Sichuan University 2014, 2013, 2012 Maroon Global Excellent Scholarship ----- University of Minnesota, 2013 Sichuan University - Lawrence University Visual Robots Competition Finalist, 2012 Y. Huang, Z. Yang, S. Xiong, “The Research on the Control Algorithm of IoT Based Bicycle Parking System” IEEE CCIS 2012 Y. Huang, Z. Yang, S. Xiong, “Design and Implementation of A Bicycle Parking System Based on Internet-of-things” CITCS 2012    LANGUAGES SKILLS (*proficient)  English, Working Proficiency *C++, Objective C, *C, Java, *Matlab, Python  Mandarin Chinese Native Fluency *OpenCV, IOS frameworks, PCL, Armadillo/Eigen Library