Sotabase

Career

· Executive Certificate in Innovation Management & Entrepreneurship (Master Track), HEC Paris2024–
· Professor, Korea Advanced Institute of Science and Technology (KAIST)2017–
· Researcher, Nanyang Technological University (NTU)2012–
· Researcher, ETH Zurich2011–
· PhD Degree, Korea Advanced Institute of Science and Technology (KAIST)2011–
· MS Degree, University of Technology of Compiègne2006–
· Researcher, Disney Research
· Researcher, Meta
· Meta

Publications (88)

Partial Sum Minimization of Singular Values in Robust PCA: Algorithm and Applications
IEEE Transactions on Pattern Analysis and Machine Intelligence · 2015
235
cited
ResNet or DenseNet? Introducing Dense Shortcuts to ResNet
IEEE Workshop/Winter Conference on Applications of Computer Vision · 2020
138
cited
DeepCalib: a deep learning approach for automatic intrinsic calibration of wide field-of-view cameras
Conference on Visual Media Production · 2018
131
cited
Globally optimal line clustering and vanishing point estimation in Manhattan world
2012 IEEE Conference on Computer Vision and Pattern Recognition · 2012
127
cited
Gaze correction for home video conferencing
ACM Transactions on Graphics · 2012
121
cited
Rotation estimation and vanishing point extraction by omnidirectional vision in urban environment
Int. J. Robotics Res. · 2012
99
cited
Motion estimation by decoupling rotation and translation in catadioptric vision
Computer Vision and Image Understanding · 2010
96
cited
3-line RANSAC for orthogonal vanishing point detection
2012 IEEE/RSJ International Conference on Intelligent Robots and Systems · 2012
94
cited
Immersive 3D Telepresence
Computer · 2014
88
cited
Globally Optimal Consensus Set Maximization through Rotation Search
Asian Conference on Computer Vision · 2012
84
cited
Partial Sum Minimization of Singular Values in RPCA for Low-Level Vision
IEEE International Conference on Computer Vision · 2013
77
cited
Ground vehicle navigation in harsh urban conditions by integrating inertial navigation system, global positioning system, odometer and vision data
2011
69
cited
A Monocular SLAM System Leveraging Structural Regularity in Manhattan World
IEEE International Conference on Robotics and Automation · 2018
61
cited
Intrinsic Decomposition of Image Sequences from Local Temporal Variations
IEEE International Conference on Computer Vision · 2015
59
cited
UAV Attitude estimation by vanishing points in catadioptric images
IEEE International Conference on Robotics and Automation · 2008
47
cited
DeepPTZ: Deep Self-Calibration for PTZ Cameras
IEEE Workshop/Winter Conference on Applications of Computer Vision · 2020
44
cited
Sampling based scene-space video processing
ACM Transactions on Graphics · 2015
44
cited
A Branch-and-Bound Approach to Correspondence and Grouping Problems
IEEE Transactions on Pattern Analysis and Machine Intelligence · 2013
43
cited
Leveraging Structural Regularity of Atlanta World for Monocular SLAM
IEEE International Conference on Robotics and Automation · 2019
40
cited
Globally Optimal Inlier Set Maximization with Unknown Rotation and Focal Length
European Conference on Computer Vision · 2014
39
cited
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