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1.
RESEARCH
INTERESTS |
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Computer Vision and Graphics, areas of interests include Real-time
rendering, Face recognition, Object detection, Multi-view geometry, and
Multimedia systems.
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2.
EDUCATION |
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Aug.
2005 – Present
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GEORGIA
INSTITUTE OF TECHNOLOGY
Ph.D.
Candidate in Computer Science |
Atlanta
GA USA
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Graduate Research Assistantship,Computational Perception Laboratory,
GVU, College of Computing
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Adviser : Dr. Irfan Essa
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Current GPA 3.93 out of 4.00(major)/ 3.88 out of 4.00(overall)
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Mar.
1994 – Feb. 2001
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YONSEI
UNIVERSITY
B.S.
in Electrical Engineering |
Seoul,
Korea
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Graduated with GPA of 3.71 out of 4.00 (upper)/ 3.45 out of 4.00
(overall)
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Dean's List, High Honored Student Award (top 3%) and Honored
Student (top 10%)
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3.
PROJECTS and WORK
EXPERIENCES |
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Aug. 2005 –Present |
Computational
Perception Laboratory at Georgia Institute of Technology College
of Computing
Graduate
Research Assistant |
Atlanta,
GA USA
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• Motion
Analysis using Gaussian Process Regression -
Dr. Irfan
Essa
Recognition
of motion patterns using Gaussian Process Regression
Flow
• Motion
Field Analysis in Dynamic Sports Videos -
Dr. Irfan
Essa ,
Dr. Ariel Shamir, Dr. Iain Matthews, Dr. Jessica Hodgins
Player
Tracking, and analysis of group behaviros from motion
field on the ground
• Augmenting
Earth-map Project -
Dr. Irfan
Essa ,
Dr. Sangmin Oh
Augmenting
Aerial Earthmaps with Dynamic information using crowd-casted
videos
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GPS
Ray Project -
Dr. Irfan
Essa,
Dr.
Thad Starner,
Dr.
Jay Summet
Localization
and reconstruction of 3D buildings in urban scens using
GPS signals
• Video
based Non-photorealistic Rendering Project -
Dr. Irfan
Essa
Watercolor
and painterly NPR algorithms using Radial Basis Function
Samsung STAR Project 2007-2008
• Real-time
Shadow Generation for Transparent Color Casters -
Dr. Byungmoon Kim,
Dr.
Greg Truk
Algorithm for generation
of transparent-color shadows by real-time rendering (DirectX9.0c/
Shader3.0)
• Face
Recognition using LDA with Generalized SVD - Dr.
Haesun Park, Dr. James
M. Rehg
Enhancing Linear Discriminant
Analysis by using Generalized Singular Value Decomposition.
• Media
Remixing with Family Video Archive Project - Dr.
Irfan Essa, Dr. Gregory
D. Abowd
Make video/scene navigatable multi-scale mosaic using Color, Face
and Annotated information from Family Video Archive
framework.
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Jan. 2009 –
Aug 2009 |
Disney
Research at Pittsburgh (DRP)
Visiting
Associate Researcher |
PIT,
PA USA
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• Microcasting -
Dr. Irfan
Essa ,
Dr.
Iain Matthews,
Dr.
Ariel Shamir
and Dr.
Jessica Hodgins
Precintion
of game play for automated broadcasting
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Mar. 2001 – May.
2005 |
SAMSUNG
Information Technology
R&D Center at SDS
Advisory
Engineer |
Seoul,
Korea
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Face
recognition System ViaFace 1.0 Project
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1 Billion Won worth of project, currently in application at an international
airport in Mexico and scheduled to supply to diverse
new apartments and governmental institutions
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Responsible for conducting research on biometrics market and worldwide
progress and trend
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Commended at the Las Vegas Comdex Fall2001, and conferred with
the Samsung’s Best E-Solution 2001.
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Face
detection algorithm
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Solely responsible for eye detection module which fed into ViaFace 1.0 Project
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In charge of face candidate qualification module by developing algorithm
for detecting face among many images. Leveraged Geometric qualification, Face/non-face classification
(PCA,SVM,MHD etc.)
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Developed Samsung RND-Face set for Face Detection Test (face
photo DB build-up).
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Real-time
Collaboration System Syncbiz Project
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Conferred with Syncbiz 1.0 Samsung Best E-Solution Award
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Presently in use in many companies in Japan, and many of
Samsung affiliates companies.
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Responsible for overall UI planning and development for entire Syncbiz
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Developed image sharing module for CAD related programs.
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Co-developed Syncbiz middleware for over 1,000 concurrent user scenario,
and responsible for the load balancing of distributed
servers
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Ubiquitous
Home network framework NEX Project
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Co-developed home network framework for the nearing ubiquitous world
with Samsung affiliates. This framework fed into U-City
Project of Samsung SDS.
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Developed system prototype for NEX exclusive RM (Remote Management)
by building management
system that enables user to control server at home and all types
of devices from the outside
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Planned roadmap and proposal for the NEX project
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IP
STB Framework LivingWise CS(Contents Sharing)
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Fully embedded framework and applications for KT HOME’N IP Set-top
box
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Solely Responsible for overall UI planning of each modules
and developed RSS-News, RSS-Weather, MP3 Player modules
and Prototype of Customized version of CEMediaplayer. Every
applications developed under WinCE with embedded Visual Studio
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Jun. 2003 – Jan. 2004 |
Samsung Electronics
Digital Solution Center
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Seoul,
Korea
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Planned and conducted market research for RFID in smart shirts
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Reviewed proposal for RFID with ELIMS (Electrical library manager).
Presently, built in a major Korean city
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Planned and developed proposal for RFID and U-Health market analysis
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Developed U-Health fitting center managing system beta site.
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Developed U-Health Virtual Treadmill system prototype version
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Mar. 1996 – Sep. 1998 |
10th Airbase Avionic Squadron in Republic of
Korean
Air Force
Engineer/Sergeant
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Suwon, Korea |
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Responsible for the repair and maintenance of F-4E, RF-4C aircrafts
including Central Air Data Computer for overall monitoring,
all types of Gyro-scope (device that senses aircraft’s position),
all types of aircraft instruments etc.
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In charge of risk management by inspecting excess pressure on aircraft
and reporting the findings to the US Military service.
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Controlled F-4E and RF-4C materials inventory
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4. PUBLICATIONS
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3-Dimensional Visualization of the Operating Room
Using Advanced Motion Capture: A Novel Paradigm to Expand
Simulation-Based Surgical Education [PDF]
Eric
L. Sarin, Kihwan Kim, Irfan Essa, and William A.Cooper in STS
2011, and ISMICS 2011
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Motion Fields to Predict Play Evolution in Dynamic Sports Scenes [PDF]
Kihwan Kim,
Matthias Grundmann, Ariel Shamir, Iain Matthews, Jessica Hodgins
and Irfan
Essa in IEEE CVPR 2010
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Player Localization Using Multiple Static Cameras
for Sports Visualization
[PDF]
Raffay
Hamid, Ramkrishan Kumar, Matthias Grundmann, Kihwan Kim,
Irfan Essa and Jessica Hodgins in IEEE CVPR 2010
• Augmenting Aerial Earth Maps with Dynamic Information
from Videos
Kihwan Kim,
Sangmin Oh, Jeonggyu Lee and Irfan
Essa in Journal of Virtual Reality, Springer 2011 [PDF]
• Augmenting Aerial Earth Maps with Dynamic Information
Kihwan Kim,
Sangmin Oh, Jeonggyu Lee and Irfan
Essa in IEEE/ACM ISMAR 2009 To appear. [PDF] ,
Presentation [PPT]
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Collaborative Crowdcasting using Mobile devices Kihwan
Kim Matthias Grundmann and Irfan Essa 2009 4G Symposium, Las vegas
2009 (Poster [PDF] )
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Localization and 3D Reconstruction of Urban Scenes
Using GPS, K. Kim, J.Summet, T.Starner, D.Ashbrook,
M.Kapade and I.Essa, In Proceedings of 2008 IEEE International
Conference on Wearable Computers(ISWC2008)[PDF],
Presentation: [PPT]
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A Shadow Volume Algorithm for Opaque and Transparent
Non-Manifold Casters, B. Kim, K. Kim
and G. Turk, in Journal of Graphics Tools
2008 (JGT)
[PDF]
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Interactive Mosaic Generation for Video Navigation, Kihwan
Kim, Irfan Essa and Gregory D. Abowd in Proceedings
of 2006 ACM International Conference on Multimedia (ACMMM2006)
[PDF]
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Localization and 3D Reconstruction of Urban Scenes
Using GPS, K. Kim, J.Summet, T.Starner, D.Ashbrook,
M.Kapade and I.Essa, 2008 Georgia Institute of Technology
Technical Report GT-IC-08-06
[PDF]
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Real-time Shadow of Transparent Casters Using Shadow Volume,
B. Kim, K. Kim, G. Turk : 2007 Georgia Institute of
Technology Technical Report GT-IC-07-04
[PDF]
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Multi-scale Photomosaic Kihwan
Kim and Irfan Essa, 2005 GT-CMU Retreat for Graphics [PDF]
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Simple Enhanced Block-Matching Algorihtm for Intermediate View Reconstruction
Kihwan
Kim 2001 B.S Thesis Yonsei University.
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5. SKILLS & NOTABLES
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Fluent in English and Japanese
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Mastery of C/C++ and MFC/.NET programming languages, TCP/IP networking,
COM, ATL, ActiveX , Embedded programmings(eVC), Matlab,
OpenCV,OpenGL,DirectX,
Java, 3D studio, Adobe photoshop,
priemiere, electronic circuit related tools and language like Max2plus,Pspice,VHDL
etc.
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Highly knowledgeable of projectors, DVD Players,HD standardizations and
other display related devices
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Hobbies: short, independent movie production (award third
price in Yonsei Independent Film Festival - 'Bubble
Soap'), drum, bass guitar, leader of a musical band,
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