Junho Jeon (전준호)

Research Interests

Computer graphics and 3D vision, deep learning, 3D reconstruction, scene understanding, image processing

Education & Career

• Research Engineer at NAVER LABS Corp.
• Mar. 2019 ~ Present
• Mapping & Localization
• Ph.D. (Joint M.S & Ph.D.) in Dept. of Computer Science & Engineering, POSTECH
• Mar. 2012 ~ Feb. 2019
• Computer Graphics Laboratory
• Advisor: Prof. Seungyong Lee
• Doctoral Thesis: Color and 3D Semantic Reconstruction of Indoor Scenes from RGB-D Streams
• Fulltime Research Intern at Microsoft Research Asia
• Sep. 2012 ~ Feb. 2013
• Internet Graphics Group
• Advisor: Dr. Xin Tong
• B.S. in Dept. of Computer Science & Engineering, POSTECH
• Mar. 2008 ~ Feb. 2012
• Graduated with Cum Laude (GPA 3.49)

Publications

International Conference & Journal

• Junho Jeon, Jinwoong Jung, Seungyong Lee, ”Deep Upright Adjustment of 360 Panoramas using Multiple Roll Estimations,” ACCV 2018.
• Junho Jeon, Jinwoong Jung, Jungeon Kim, Seungyong Lee, ”Semantic Reconstruction: Reconstruction of Semantically Segmented 3D Meshes via Volumetric Semantic Fusion,” Computer Graphics Forum (special issue on Pacific Graphics 2018), Vol. 37, No. 7, October 2018.
• Junho Jeon, Seungyong Lee, ”Reconstruction-based Pairwise Depth Dataset for Depth Image Enhancement Using CNN,” European Conference on Computer Vision (ECCV), 2018. (Code)
• Hyunjoon Lee, Junho Jeon, Junho Kim, Seungyong Lee, ”Structure-Texture Decomposition of Images with Interval Gradient,” Computer Graphics Forum, Vol. 36, No. 6, September 2017. (Code)
• Junho Jeon, Hyunjoon Lee, Henry Kang, Seungyong Lee, ”Scale-aware Structure-Preserving Texture Filtering,” Computer Graphics Forum (special issue on Pacific Graphics 2016), Vol. 35, No. 7, October 2016. (Code)
• Junho Jeon, Yeongyu Jung, Haejoon Kim, Seungyong Lee, ”Texture Map Generation for 3D Reconstructed Scenes,” Visual Computer (special issue on CGI 2016), Volume 32, Issue 6, pp 955-965, June 2016.
• Junho Jeon, Sunghyun Cho, Xin Tong, Seungyong Lee, ”Intrinsic Image Decomposition using Structure-Texture Separation and Surface Normals,” European Conference on Computer Vision (ECCV), 2014. (Paper) (Code)

International Workshop

• Junho Jeon, Seong-Jin Park, Hyeongseok Son, Seungyong Lee, ”Computational Photography Software using Deep Learning: Perceptual Image Super-Resolution and Depth Image Refinement,” ECCV Demo Session, 2018.
• Eunbin Hong, Junho Jeon, Seungyong Lee,”CNN based Repeated Cropping for Photo Composition Enhancement,” CVPR Scene Understanding Workshop (SUNw), 2017.
• Junho Jeon, Hyunjoon Lee, Junho Kim, Henry Kang, Seungyong Lee, ”Kernel Carving for Structure-Preserving Image Smoothing,” International Workshop on Frontiers of Computer Vision (IW-FCV), 2017.
• Junho Jeon, Daehoon Yoo, Seungyong Lee, ”Fast Indoor Structure Analysis of Single RGBD Images,” CVPR Scene Understanding Workshop (SUNw), 2015.
• Junho Jeon, Daehoon Yoo, Chiyoung Lee, Hyunjoon Lee, Junho Kim, Seungyong Lee, ”Kinect Reality: Real-time 3D Scanning Based Augmented Reality,” ACCV, 2012 (Workshop on RGB-D Camera) (Best Kinect Application Award)

Honors & Awards

• 2016. Fellowship, Naver PhD Fellowship, Naver Corp.
• 2014. Fellowship, POSTECH-Qualcomm Fellowship, Qualcomm
• 2012. Best Kinect-Application Award, Asian Conference of Computer Vision 2012 Workshop Daejeon, S.Korea
• 2012. Best Student Research Award, Undergraduate Research Project POSTECH
• 2010. 13th Place, ACM-ICPC Asia Daejeon Regional Daejeon, S.Korea
• 2009. 10th Place, ACM-ICPC Asia Seoul Regional Seoul, S.Korea
• 2009. Prize for Rookie, 11th POSTECH Programming Contest POSTECH