Robotics and Computer Vision Lab

Publications

Extra Form
저 자 Yunsu Bok, Yekeun Jeong, Dong-Geol Choi, In So Kweon
학 회 International Journal of Computer Vision (IJCV), vol. 94, no. 1, pp. 36-53
논문일시(Year) 2011
논문일시(Month) 08
Preserving a heritage as a digital archive is as important as preserving its physical structure. The digital preservation is essential for massive heritages which are often defenceless against various types of destruction and require frequent restorations. However, capturing heritages gets exceedingly harder as their scale grows. In this paper, we present a novel approach to reconstruct a massive-scale structure using a hand-held fusion sensor system. The approach includes new methods on calibration, motion estimation, and accumulated error reduction. The proposed sensor system consists of four
cameras and two 2D laser scanners to obtain a wide field-of-view. A new calibration method successfully achieves a much lower reprojection error compared to the previous method. A motion estimation method provides accurate and robust relative poses by fully utilizing plenty observations. At the last stage, the accumulated error reduction removes the drift occurred over tens of thousands frames by adopting weak GPS prior and loop closing. Therefore the system is able to capture and georegister large heritage architectures of square kilometers size. Furthermore, because no assumption or restriction is made, the user can freely move the system and can control the level of detail of the digital heritage without any effort. To demonstrate the performance, we have captured several important Korean heritages including Gyeongbok-Gung, the royal palace of Korea. The experimental result shows that the estimated route fits Google's satellite image and DGPS data while the detailed appearances of representative constructions are captured and preserved well.

List of Articles
79. Partial Sum Minimization of Singular Values in Robust PCA: Algorithm and Applications
Tae-Hyun Oh, Yu-Wing Tai, Jean-Charles Bazin, Hyeongwoo Kim, In So Kweon
Transactions on Pattern Analysis and Machine Intelligence (TPAMI) 2016 / 03
78. An Autonomous Driving System for Unknown Environments using a Unified Map
Inwook Shim, Jongwon Choi, Seunghak Shin, Tae-Hyun Oh, Unghui Lee, Byungtae Ahn, Dong-Geol Choi, David Hyunchul Shim, In So Kweon
IEEE Transactions on Intelligent Transportation Systems (T-ITS) 2015 / 08
77. Sensor Fusion of Cameras and a Laser for City-Scale 3D Reconstruction
Yunsu Bok, Dong-Geol Choi, In So Kweon
Sensors 2014 / 11
76. Time-of-flight sensor calibration for a color and depth camera pair
Jiyoung Jung, Joon-Young Lee, Yekeun Jeong, In So Kweon
IEEE Transactions on Pattern Analysis and Machine Intelligence (TPAMI) 2015 / 07
75. High Quality Depth Map Upsampling and Completion for RGB-D cameras
Jaesik Park, Hyeongwoo Kim, Yu-Wing Tai, Michael S. Brown, In So Kweon
IEEE Transactions on Image Processing (TIP) 2014 / 09
74. Robust High Dynamic Range Imaging by Rank Minimization
Tae-Hyun Oh, Joon-Young Lee, Yu-Wing Tai, In So Kweon
IEEE Transactions on Pattern Analysis and Machine Intelligence (TPAMI) 2015 / 06
73. Bayesian Filtering for Keyframe-based Visual SLAM
Jungho Kim, Kukjin Yoon, In So Kweon
International Journal of Robotics Research 2014 / 08
72. Rao-Blackwellized Particle Filtering with Gaussian Mixture Models for Robust Visual Tracking
Jungho Kim, Zhe Lin, In So Kweon
Computer Vision and Image Understanding 2014 / 04
71. Rain/Snow Removal via Low-rank and Sparse Optimization
Rockhun Do, Tae-Hyun Oh, In So Kweon
Book Chapter of Digital Signal Processing for In-Vehicle Systems and Safety 2014 / 02
70. A Perceptual Visual Feature Extraction Method Achieved by Imitating V1 and V4 of the Human Visual System
Sungho Kim, 권순, In So Kweon
Cognitive Computation 2012 / 11
69. Image-Optimized Rolling Cache: Reducing the Miss Penalty for Memory-Intensive Vision Algorithms
Younggeun Kim, In So Kweon
IEEE Transactions on Circuits and Systems for Video Technology 2013 / 12
68. Omnidirectional Object Recognition Based Mobile Robot Localization
Sungho Kim, In So Kweon
Lecture Notes in Electrical Engineering 2013 / 05
67. Model-Based Scene Interpretation by Multilayered Context Information. In N.M.Seel(Ed.), Encyclopedia of the Science of Learning
Sungho Kim, In So Kweon
Springer 2012 / 01
66. Feature point detection by combining advantages of intensity-based approach and edge-based approach
Sungho Kim, Chaehoon Park, Yukyung Choi, 권순, In So Kweon
World Academy of Science Engineering and Technology 2012 / 08
65. A Branch and Bound Approach to Correspondence and Grouping Problems
Jean-Charles Bazin, Hongdong Li, In So Kweon, Cedric Demonceaux, Pascal Vasseur, Katsushi Ikeuchi
IEEE Transactions on Pattern Analysis and Machine Intelligence (TPAMI) 2013 / 07
64. Fusing Multiple Independent Estimates via Spectral Clustering for Robust Visual Tracking
Jungho Kim, Jihong Min, In So Kweon, Zhe Lin
IEEE SIGNAL PROCESSING LETTERS 2012 / 08
63. Geometrically inspired MRF for moving object detection from mobile stereo camera
Jihong Min, Jungho Kim, Hyeongwoo Kim, In So Kweon
ELECTRONICS LETTERS 2nd August 2012 2012 / 08
62. Visual lock-on to an invisible target for an unmanned aerial vehicle
Jihong Min, Jungho Kim, Yekeun Jeong, In So Kweon
Electronics letters 2012 / 07
61. Radiometric Calibration by Rank Minimization
Joon-Young Lee, Yasuyuki Matsushita, Boxin Shi, In So Kweon, Katsushi Ikeuchi
IEEE Transactions on Pattern Analysis and Machine Intelligence (TPAMI) 2013 / 01
60. System-on-Chip Solution of Video Stabilization for CMOS Image Sensors in Hand-Held Devices
Younggeun Kim, Venkata RavisanKar Jayanthi, In So Kweon
IEEE Transactions on Circuits and Systems for Video Technology (CSVT) 2011 / 10
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