Matthias Grundmann. Ph.D. Student. 504 Granville CT NE Atlanta, GA
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1 Matthias Grundmann Ph.D. Student 504 Granville CT NE Atlanta, GA gatech edu Objective Pursuing a Ph.D. in Computer Vision to develop new technologies advancing the way users and systems utilize and perceive videos. Education Ph.D. Student in Computer Science since August 2008 Advisor: Professor Irfan Essa Master s Studies in Computer Science August 2006 Thesis: Real-Time Content-Aware Resizing of Video December 2008 GPA 4.0 Dual Pre-Degree in November 2005 Computer Science German GPA 1.5 Mathematics German GPA 1.6 top 5% of students High School Diploma with GPA Valedictorian June 2002 Wilhelm-von-Humboldt, Rostock, Germany Subjects: Mathematics, Physics and Social Studies Research Graduate Research Assistant with Professor Irfan Essa August present Google Research Vision Group May 2010 supervised by Vivek Kwatra - Aug 2012 Internship at Disney Research supervised by January 2009 Irfan Essa, Arik Shamir and Jessica Hodgins - August 2009 Disney Research, Pittsburgh, PA Internship at Google Research Vision Group May 2008 supervised by Vivek Kwatra and Mei Han - August 2008 Research Assistant with Professor Nassir Navab January August 2006
2 Publications M. Grundmann, V. Kwatra, D. Castro, I. Essa Calibration-Free Rolling Shutter Removal IEEE Conference on Computational Photography (ICCP) Seattle, USA, April 2012 Best paper award M. Grundmann, V. Kwatra, I. Essa Auto-Directed Video Stabilization with Robust L1 Optimal Camera Paths Colorado Springs, USA, June 2011 M. Grundmann, V. Kwatra, M. Han, I. Essa Efficient Hierarchical Graph-Based Video Segmentation M. Grundmann, V. Kwatra, M. Han, I. Essa Discontinuous Seam-Carving for Video Retargeting K. Kim, M. Grundmann, A. Shamir, I. Matthews, J. Hodgins, I. Essa Motion Fields to Predict Play Evolution in Dynamic Sport Scenes R. Hamid, R. Kumar, M. Grundmann, K. Kim, I. Essa, J. Hodgins Player Localization Using Multiple Static Cameras for Sports Visualization M. Grundmann, F. Meier and I. Essa 3D Shape Context and Distance Transform for Action Recognition (oral) International Conference on Pattern Recognition (ICPR), Tampa, FL, December 2008 S. Benhimane, H. Najafi, M. Grundmann, E. Malis, Y. Genc, N. Navab Real-time object detection and tracking for industrial applications (oral) International Conference on Computer Vision Theory and Applications (VISAPP), Funchal, Portugal, January
3 Patents US Patent : Content-aware video resizing using discontinuous seam carving US Patent Appl. 13/075,947: System and Method for Utilizing Motion Fields to Predict Evolution in Dynamic Scenes US Patent Appl and WO Patent Appl : Methods and Systems for Processing a Video for Stabilization and Retargeting 5 pending Press Coverage The New York Times gadgetwise.blogs.nytimes.com/2011/03/21/youtube-offers-free-imagestabilization/ Time Magazine techland.time.com/2011/03/22/image-stabilization-comes-to-youtube/ MIT Technology Review Engadget Gigaom gigaom.com/video/youtube-image-stabilization/ Geek.com YouTube Blog (3x) youtube-global.blogspot.com/2011/03/lights-camera-edit-new-features-for.html youtube-global.blogspot.com/2011/09/edit-your-videos-with-youtube.html youtube-global.blogspot.com/2012/03/improving-video-awesomenesswith-one.html Google Research Blog (3x) googleresearch.blogspot.com/2010/09/discontinuous-seam-carving-for-video.html googleresearch.blogspot.com/2011/06/auto-directed-video-stabilization-with.html googleresearch.blogspot.com/2012/05/video-stabilization-on-youtube.html Invited Talks Google Tech Talk: Video Stabilization on YouTube 9/20/2011 MSR Redmond: Video Segmentation 7/18/2011 Stanford MS&E 130: Introduction to LP with Applications 5/13/2011 UNC Chapel Hill: Video Segmentation and Stabilization 4/15/2011 UIUC: Video Segmentation and Stabilization 3/14/2011 3
4 Fellowships / Grants Google US/Canada Fellowship in Computer Vision June 2011 Graduate Research Assistantship August 2006 Georgia Institute of Technology - present $2000 Travel Grant February 2010 Georgia Institute of Technology Abroad Study Grant October 2006 Achievements Excellent Paper Recognition in Multimedia/Computer Vision March 2012 Auto-Directed Video Stabilization with Robust L1 Optimal Camera Paths googleresearch.blogspot.com/2012/03/excellent-papers-for-2011.html Google Certificate of Excellence November 2011 for contributions to the video stabilization launch on YouTube Foley Scholar Finalist October 2011 NVIDIA Graduate Fellowship Finalist April 2011 YouTube Certificate of Excellence March 2011 for launching Video Stabilization in YouTube Video Editor Excellent Paper Recognition in Computer Vision July 2010 Discontinuous Seam-Carving for Video Retargeting googleresearch.blogspot.com/2010/09/discontinuous-seam-carving-for-video.html Oustanding Poster Presentation Award ($2000 grant) February 2010 Efficient Hierarchical Graph-Based Video Segmentation - Research competition, 300+ Ph.D. students - Georgia Tech Research and Innovation Conference, Atlanta, GA 4
5 Achievements Best project award in Machine Learning class May 2007 Instructor: Charles Isbell Ranked first in Computer Animation class December 2006 Instructor: Jarek Rossignac Best group in lab course 3D Computer Vision August 2006 Instructor: Nassir Navab Pearls of Computer Science, honors program October August 2005 Reviewing Programming Skills ICCV 2011 (Programm Committee) ECCV 2012 (Reviewer) CVPR 2011, 2012 (Reviewer) SIGGRAPH Asia 2010, 2011, 2012, SIGGRAPH 2011 (Reviewer) Programming Languages C++, Matlab, Python, Javascript, Objective-C, Java Libraries OpenCV, OpenMP, OpenGL, GLSL, Qt, Boost ProtoBuffers, iphone SDK, IPP, LAPACK Accreditation Teaching Assistant Linear Algebra October February 2006 Participation in three college classes during high school Topics: Groups and Fields, Graph Theory and CG Volunteer Developed real-time updated Google Earth Layer January 2010 used by US Marines (USS Bataan) to coordinate help during 2010 Haiti Earthquake High School Student Teacher for November 2001 Game programming with C++ - February 2002 Languages English German French (basics) 5
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