Robotics and Computer Vision Lab

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International Conference
2013.05.06 23:02

High Dynamic Range Imaging by a Rank-1 Constraint

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저 자 Tae-Hyun Oh, Joon-Young Lee, In So Kweon
학 회 IEEE International Conference on Image Processing (ICIP)
Notes Acknowledgement : NCRC
논문일시(Year) 2013
논문일시(Month) 09
We present a high dynamic range (HDR) imaging algorithm that utilizes a modern rank minimization framework. Linear dependency exists among low dynamic range (LDR) images. However, global or local misalignment by camera motion and moving objects breaks down the low-rank structure of LDR images. The proposed algorithm simultaneously estimates global geometric transforms to align LDR images and detects moving objects and under-/over-exposed regions using a rank minimization approach. In the HDR composition step, structural consistency weighting is proposed to generate an artifact-free HDR image from an user-selected reference image. We demonstrate the robustness and effectiveness of the proposed method with real datasets.

List of Articles
194. High Quality Shape from a Single RGB-D Image under Uncalibrated Natural Illumination
Yudeog Han, Joon-Young Lee, In So Kweon
IEEE International Conference on Computer Vision (ICCV) 2013 / 12
193. Multiview Photometric Stereo using Planar Mesh Parameterization
Jaesik Park, Sudipta N. Sinha, Yasuyuki Matsushita, Yu-Wing Tai, In So Kweon
IEEE International Conference on Computer Vision (ICCV) 2013 / 12
192. Fluttering Pattern Generation using Modified Legendre Sequence for Coded Exposure Imaging
Hae-Gon Jeon, Joon-Young Lee, Yudeog Han, Seon Joo Kim, In So Kweon
IEEE International Conference on Computer Vision (ICCV) 2013 / 12
191. Evaluation of Vocabulary Trees for Localization in Robot Applications
Soonmin Hwang, Chaehoon Park, Yukyung Choi, Donggeun Yoo, In So Kweon
International Conference on Control, Automation and Systems 2013 / 10
190. Generalized Laser Three-Point Algorithm for Motion Estimation of Camera-Laser Fusion System
Yunsu Bok, Dong-Geol Choi, In So Kweon
IEEE International Conference on Robotics and Automation (ICRA) 2013 / 05
189. Relative Pose Estimation for an Integrated UGV-UAV Robot System
Yongseop Jeong, In So Kweon
The 6th International Conference on Intelligent Robotics and Applications(ICIRA) 2013 / 09
188. L1-based Photometric Stereo via Augmented Lagrange Multiplier Method
Kyungdon Joo, Tae-Hyun Oh, In So Kweon
The 10th International Conference on Ubiquitous Robots and Ambient Intelligence (URAI) 2013 / 10
187. Patch-based Robust L1 Tracker to Dynamic Appearance Change
Wonjin Kim, Tae-Hyun Oh, Kyungdon Joo, In So Kweon
The 10th International Conference on Ubiquitous Robots and Ambient Intelligence (URAI) 2013 / 10
186. Hierarchical 3D Line Restoration based on Angular Proximity in Structured Environments
Kyungdon Joo, Tae-Hyun Oh, Hyeongwoo Kim, In So Kweon
IEEE International Conference on Image Processing (ICIP) 2013 / 09
» High Dynamic Range Imaging by a Rank-1 Constraint
Tae-Hyun Oh, Joon-Young Lee, In So Kweon
IEEE International Conference on Image Processing (ICIP) 2013 / 09
184. Rain/Snow Removal via Low-rank and Sparse Optimization
Rockhun Do, Tae-Hyun Oh, In So Kweon
The 6th Biennial Workshop on DSP for In-Vehicle Systems 2013 / 10
183. OBJECT DETECTION USING HIERARCHICAL GRAPH-BASED SEGMENTATION
Jungho Kim, Byeongho Choi, In So Kweon
IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP) 2013 / 05
182. Crosswalk and Traffic Light Detection via Integral Framework
Jongwon Choi, Byungtae Ahn, In So Kweon
19th Korea-Japan Joint Workshop on Frontiers of Computer Vision (FCV 2013) 2013 / 02
181. Rao-Blackwellized Particle Filter for Gaussian Mixture Models and Application to Visual Tracking
Jungho Kim, In So Kweon
IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP) 2011 2011 / 05
180. Intra-class Key Feature Weighting Method for Vocabulary Tree Based Image Retrieval
Donggeun Yoo, Chaehoon Park, Yukyung Choi, In So Kweon
The 9th International Conference on Ubiquitous Robots and Ambient Intelligence (URAI 2012) 2012 / 11
179. Multi Lidar System for fast obstacle detection
Inwook Shim, Dong-Geol Choi, Seunghak Shin, In So Kweon
The 9th International Conference on Ubiquitous Robots and Ambient Intelligence (URAI 2012) 2012 / 11
178. Real-Time Facial Landmarks Tracking using Active Shape Model and LK Optical Flow
Byungtae Ahn, Yudeog Han, In So Kweon
The 9th International Conference on Ubiquitous Robots and Ambient Intelligence (URAI 2012) 2012 / 11
177. Moving Object Detection under Moving Camera by Rank Minimization
Sang-Woo Noh, Tae-Hyun Oh, In So Kweon
The 9th International Conference on Ubiquitous Robots and Ambient Intelligence (URAI) 2012 / 11
176. A superpixel MRF approach using high-order likelhood for moving object detection
Jihong Min, Hyeongwoo Kim, Jongwon Choi, In So Kweon
21st International Conference on Pattern Recognition (ICPR 2012) 2012 / 11
175. Efficient Data-Driven MCMC sampling for vision-based 6D SLAM
Jihong Min, Jungho Kim, Seunghak Shin, In So Kweon
IEEE International Conference on Robotics and Automation (ICRA 2012) 2012 / 05
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