Robotics and Computer Vision Lab

Extra Form
저 자	Youngjin Yoon, Hae-Gon Jeon, Donggeun Yoo, Joon-Young Lee, In So Kweon
학 회	IEEE Signal Processing Letters
Notes	This work was supported by the National Research Foundation of Korea(NRF) grant funded by the Korea government(MSIP) (No.2010- 0028680). Hae-Gon Jeon was partially supported by Global PH.D Fellowship Program through the National Research Foundation of Korea(NRF) funded by the Ministry of Education (NRF-2015H1A2A1034617)
논문일시(Year)	2017
논문일시(Month)	02

저 자

Youngjin Yoon, Hae-Gon Jeon, Donggeun Yoo, Joon-Young Lee, In So Kweon

학 회

IEEE Signal Processing Letters

Notes

This work was supported by the National Research Foundation of Korea(NRF) grant funded by the Korea government(MSIP) (No.2010- 0028680). Hae-Gon Jeon was partially supported by Global PH.D Fellowship Program through the National Research Foundation of Korea(NRF) funded by the Ministry of Education (NRF-2015H1A2A1034617)

논문일시(Year)

2017

논문일시(Month)

http://ieeexplore.ieee.org/document/7856946/Commercial light field cameras provide spatial and angular information, but their limited resolution becomes an
important problem in practical use. In this paper, we present a novel method for light field image super-resolution (SR) to simultaneously
up-sample both the spatial and angular resolutions of a light field image via a deep convolutional neural network. We
first augment the spatial resolution of each sub-aperture image by a spatial SR network, then novel views between super-resolved
sub-aperture images are generated by three different angular SR networks according to the novel view locations. We improve both
the efficiency of training and the quality of angular SR results by using weight sharing. In addition, we provide a new light
field image dataset for training and validating the network. We train our whole network end-to-end, and show state-of-the-art
performances on quantitative and qualitative evaluations

List of Articles
534.	Co-domain Embedding using Deep Quadruplet Network for Unseen Traffic Sign Recognition Junsik Kim, Seokju Lee, Tae-Hyun Oh, In So Kweon Association for the Advancement of Artificial Intelligence (AAAI) 2018 / 02
533.	On-line Initialization and Extrinsic Calibration of an Inertial Navigation System with a Relative Preintegration Method on Manifold Dongshin Kim, Seunghak Shin, In So Kweon IEEE Transactions on Automation Science and Engineering (TASE) 2017 / 11
532.	Robust and Globally Optimal Manhattan Frame Estimation in Near Real Time Kyungdon Joo, Tae-Hyun Oh, Junsik Kim, In So Kweon IEEE Transactions on Pattern Analysis and Machine Intelligence (TPAMI) 2017 / 11
531.	Geometry Guided 3D Propagation for Depth from Small Motion Seunghak Shin, Sunghoon Im, Inwook Shim, Hae-Gon Jeon, In So Kweon IEEE Signal Processing Letters 2017 / 12
530.	Intelligent Assistant for People with Low Vision Abilities Oleksandr Bogdan, Oleg Yurchenko, Oleksandr Bailo, Francois Rameau, Donggeun Yoo, In So Kweon The 8th Pacific Rim Symposium on Image and Video Technology (PSIVT) 2017 / 11
529.	Multi-Scale, Multi-Object and Real-Time Face Detection and Head Pose Estimation Using Deep Neural Networks Byungtae Ahn, Dong-Geol Choi, In So Kweon Journal of Korea Robotics Society 2017 / 09
528.	VPGNet: Vanishing Point Guided Network for Lane and Road Marking Detection and Recognition Seokju Lee, Junsik Kim, Jae Shin Yoon, Seunghak Shin, Oleksandr Bailo, Namil Kim, Tae-Hee Lee, Hyun Seok Hong, Seung-Hoon Han, In So Kweon IEEE International Conference on Computer Vision (ICCV) 2017 / 10
527.	Two-Phase Learning for Weakly Supervised Object Localization Dahun Kim, Donghyeon Cho, Donggeun Yoo, In So Kweon IEEE International Conference on Computer Vision (ICCV) 2017 / 10
526.	Weakly- and Self- Supervised Learning for Content-Aware Deep Image Retargeting Donghyeon Cho, Jinsun Park, Tae-Hyun Oh, Yu-Wing Tai, In So Kweon IEEE International Conference on Computer Vision (ICCV) 2017 / 10
525.	Deltille Grids for Geometric Camera Calibration Hyowon Ha, Michal Perdoch, Hatem Alismail, In So Kweon, Yaser Sheikh IEEE International Conference on Computer Vision (ICCV) 2017 / 10
524.	Personalized Cinemagraphs using Semantic Understanding and Collaborative Learning Tae-Hyun Oh, Kyungdon Joo, Neel Joshi, Baoyuan Wang, In So Kweon, Sing Bing Kang IEEE International Conference on Computer Vision (ICCV) 2017 / 10
523.	Noise Robust Depth From Focus Using a Ring Difference Filter Jaeheung Surh, Hae-Gon Jeon, Yunwon Park, Sunghoon Im, Hyowon Ha, In So Kweon IEEE Conference on Computer Vision and Pattern Recognition (CVPR) 2017 / 07
522.	Pixel-Level Matching for Video Object Segmentation using Convolutional Neural Networks Jae Shin Yoon, Francois Rameau, Junsik Kim, Seokju Lee, Seunghak Shin, In So Kweon IEEE International Conference on Computer Vision (ICCV) 2017 / 10
521.	A Real-Time and Energy-Efficient Embedded System for Intelligent ADAS with RNN-Based Deep Risk Prediction using Stereo Camera Kyuho Lee, Gyeongmin Choe, Kyeongryeol Bong, Changhyeon Kim, In So Kweon, Hoi-Jun Yoo International Conference on Computer Vision Systems (ICVS) 2017 / 07
520.	A Closed-Form Solution to Rotation Estimation for Structure from Small Motion Hyowon Ha, Tae-Hyun Oh, In So Kweon IEEE Signal Processing Letters 2017 / 05
519.	Local deformation calibration for autostereoscopic 3D display Hyoseok Hwang, Hyun Sung Chang, In So Kweon OSA Optics Express 2017 / 05
518.	A Unified Approach of Multi-scale Deep and Hand-crafted Features for Defocus Estimation Jinsun Park, Yu-Wing Tai, Donghyeon Cho, In So Kweon IEEE Conference on Computer Vision and Pattern Recognition (CVPR) 2017 / 07
517.	Multi-Image Deblurring using Complementary Sets of Fluttering Patterns Hae-Gon Jeon, Joon-Young Lee, Yudeog Han, Seon Joo Kim, In So Kweon IEEE Transactions on Image Processing 2017 / 05
»	Light Field Image Super-Resolution using Convolutional Neural Network Youngjin Yoon, Hae-Gon Jeon, Donggeun Yoo, Joon-Young Lee, In So Kweon IEEE Signal Processing Letters 2017 / 02
515.	Structure-From-Motion in 3D Space Using 2D Lidars Dong-Geol Choi, Yunsu Bok, Jun-sik Kim, Inwook Shim, In So Kweon Sensors 2017 / 02

534.

Co-domain Embedding using Deep Quadruplet Network for Unseen Traffic Sign Recognition
Junsik Kim, Seokju Lee, Tae-Hyun Oh, In So Kweon
Association for the Advancement of Artificial Intelligence (AAAI) 2018 / 02

533.

On-line Initialization and Extrinsic Calibration of an Inertial Navigation System with a Relative Preintegration Method on Manifold
Dongshin Kim, Seunghak Shin, In So Kweon
IEEE Transactions on Automation Science and Engineering (TASE) 2017 / 11

532.

Robust and Globally Optimal Manhattan Frame Estimation in Near Real Time
Kyungdon Joo, Tae-Hyun Oh, Junsik Kim, In So Kweon
IEEE Transactions on Pattern Analysis and Machine Intelligence (TPAMI) 2017 / 11

531.

Geometry Guided 3D Propagation for Depth from Small Motion
Seunghak Shin, Sunghoon Im, Inwook Shim, Hae-Gon Jeon, In So Kweon
IEEE Signal Processing Letters 2017 / 12

530.

Intelligent Assistant for People with Low Vision Abilities
Oleksandr Bogdan, Oleg Yurchenko, Oleksandr Bailo, Francois Rameau, Donggeun Yoo, In So Kweon
The 8th Pacific Rim Symposium on Image and Video Technology (PSIVT) 2017 / 11

529.

Multi-Scale, Multi-Object and Real-Time Face Detection and Head Pose Estimation Using Deep Neural Networks
Byungtae Ahn, Dong-Geol Choi, In So Kweon
Journal of Korea Robotics Society 2017 / 09