IdeaRibosome

IdeaRibosome

Jun-Ho Choi

Ph.D. Student
MCML Group
School of Integrated Technology
Yonsei University

Education


Publications


Preprints

Evaluating robustness of deep image super-resolution against adversarial attacks
J.-H. Choi, H. Zhang, J.-H. Kim, C.-J. Hsieh, J.-S. Lee
arXiv:1904.06097, April 2019
arXiv

Lightweight and efficient image super-resolution with block state-based recursive network
J.-H. Choi, J.-H. Kim, M. Cheon, J.-S. Lee
arXiv:1811.12546, November 2018
arXiv / GitHub

RAM: Residual attention module for single image super-resolution
J.-H. Kim, J.-H. Choi, M. Cheon, J.-S. Lee
arXiv:1811.12043, November 2018
arXiv

Deep learning-based image super-resolution considering quantitative and perceptual quality
J.-H. Choi, J.-H. Kim, M. Cheon, J.-S. Lee
arXiv:1809.04789, September 2018
arXiv / GitHub


Journals

Objectivity and subjectivity in aesthetic quality assessment of digital photographs
W.-H. Kim, J.-H. Choi, J.-S. Lee
IEEE Transactions on Affective Computing, accepted
Detail

EmbraceNet: A robust deep learning architecture for multimodal classification
J.-H. Choi, J.-S. Lee
Information Fusion, vol. 51, pp. 259-270, November 2019
Detail / arXiv / GitHub

Color-coded LED microscopy for quantitative phase imaging: Implementation and application to sperm motility analysis
W. Lee, J.-H. Choi, S. Ryu, D. Jung, J. Song, J.-S. Lee, C. Joo
Methods, vol. 136, pp. 66-74, March 2018
Detail

Smartphone-based multi-contrast microscope using color-multiplexed illumination
D. Jung, J.-H. Choi, S. Kim, S. Ryu, W. Lee, J.-S. Lee, C. Joo
Scientific Reports, vol. 7, Article 7564, August 2017
Detail

Online social networks for crowdsourced multimedia-involved behavioral testing: An empirical study
J.-H. Choi, J.-S. Lee
Frontiers in Psychology, vol. 6, Article 1991, January 2016
Detail


Conferences

Deep learning-based super-resolution for digital comics
J.-H. Kim, J.-H. Choi, C.-H. Seo, J. Chang, J.-S. Lee
SIGGRAPH Asia 2018 Posters, Article 19, December 2018
Detail

Confidence-based deep multimodal fusion for activity recognition
J.-H. Choi, J.-S. Lee
ACM International Joint Conference on Pervasive and Ubiquitous Computing (UbiComp) Adjunct, October 2018
Detail

Generative adversarial network-based image super-resolution using perceptual content losses
M. Cheon, J.-H. Kim, J.-H. Choi, J.-S. Lee
European Conference on Computer Vision (ECCV) Workshops, September 2018
Detail / arXiv / GitHub

Aesthetic color templates for enhancing casual videos
J.-H. Choi, J.-S. Lee
SPIE Optical Engineering + Applications, August 2018

Influence of video quality on multi-view activity recognition
J.-H. Choi, M. Cheon, J.-S. Lee
IEEE International Symposium on Multimedia (ISM), pp. 511-515, December 2017
Detail

Aesthetic temporal and spatial editing of casual videos
J.-H. Choi, J.-S. Lee
SIGGRAPH Asia 2017 Posters, Article 42, November 2017
Detail

Impact of three-dimensional video scalability on multi-view activity recognition using deep learning
J.-H. Choi, M. Cheon, M.-S. Choi, J.-S. Lee
ACM Multimedia (MM), Thematic Workshops, pp. 135-143, October 2017
Detail / arXiv

Analysis of spatial, temporal, and content characteristics of videos in the YFCC100M dataset
J.-H. Choi, J.-S. Lee
ACM Multimedia (MM), Multimedia COMMONS Workshop, pp. 27-34, October 2016
Detail / Downloads

Automated video editing for aesthetic quality improvement
J.-H. Choi, J.-S. Lee
ACM Multimedia (MM), pp. 1003-1006, October 2015
Detail

Subjectivity in aesthetic quality assessment of digital photographs: Analysis of user comments
W.-H. Kim, J.-H. Choi, J.-S. Lee
ACM Multimedia (MM), pp. 983-986, October 2015
Detail

EvoTunes: Crowdsourcing-based music recommendation
J.-H. Choi, J.-S. Lee
MultiMedia Modeling (MMM), LNCS vol. 8325, pp. 331-338, January 2014
Detail

Innovative decision-making solution from convergent point of view
H.-S. Moon, J.-H. Lee, J.-H. Choi, D.-Y. Ju
International Congress of International Association of Societies of Design Research (IASDR), August 2013

Awards


Best Academic Paper Award
2019-1 Yonsei Superior Paper Awards, May 2019
Korean: 2019년 1학기 연세대학교 대학원생 우수논문 최우수논문상 (자연부문)

Minister's Award at Ministry of Science and ICT (MSIT)
ICT Future Leaders Forum 2019, April 2019
Korean: 2019년 ICT미래인재포럼, 과학기술정보통신부 장관상 (창의인재 평가부문 최우수)

2nd Place (Region 1)
Yonsei-MCML team
Super-Resolution Challenge on Perceptual Image Restoration and Manipulation (PIRM), September 2018
Leaderboard / GitHub

2nd Place (Region 2)
Yonsei-MCML team
Super-Resolution Challenge on Perceptual Image Restoration and Manipulation (PIRM), September 2018
Leaderboard / GitHub

Best Poster Paper Award
Investigating performance of data fusion methods with respect to data loss
Brain Engineering Society of Korea (BESK) Symposium 2018, January 2018

Excellence Prize
Momento
1st C (Convergence) Make-A-Thon, November 2015
Korean: 제1회 C Make-A-Thon, 우수상

Third Prize
Prism X team
1st Samsung Tomorrow Solutions, Young People Group, December 2013
Korean: 제1회 삼성 투모로우 솔루션 청년부, 미래인재상 도전상

Grand Prize
Paddybird
27th Korea Olympiad in Informatics, High School Contest Group, September 2010
Korean: 제27회 한국정보올림피아드 공모부문 고등부, 대상

Silver Prize
TaskManager for Students
26th Korea Olympiad in Informatics, High School Contest Group, September 2009
Korean: 제26회 한국정보올림피아드 공모부문 고등부, 은상

Silver Prize
SetSeat 2
25th Korea Olympiad in Informatics, High School Contest Group, November 2008
Korean: 제25회 한국정보올림피아드 공모부문 고등부, 은상

Contact


  idearibosome at yonsei.ac.kr