Seunghoon Hong
Ph.D. Candidate

Computer Vision Lab
Department of Computer Science and Engineering
POSTECH (Pohang University of Science and Technology)
Pohang, Korea

Email : maga33 [at] postech.ac.kr
Advisor : Prof. Bohyung Han

News

Publications

 

Weakly Supervised Semantic Segmentation using Web-Crawled Videos (spotlight)
Seunghoon Hong, Donghun Yeo, Suha Kwak, Honglak Lee, Bohyung Han
In CVPR 2017
[arXiv preprint]


 

Decomposing Motion and Content for Natural Video Sequence Prediction
Ruben Villegas, Jimei Yang, Seunghoon Hong, Xunyu Lin, Honglak Lee
In ICLR 2017
[pdf] [Project page ]


 

Personalized Image Aesthetic Quality Assessment by Joint Regression and Ranking
Kayoung Park, Seunghoon Hong, Mooyeol Baek, Bohyung Han
In WACV 2017
To appear


 

Weakly Supervised Semantic Segmentation using Superpixel Pooling Network
Suha Kwak, Seunghoon Hong, Bohyung Han
In AAAI 2017
[pdf]


 

Learning Transferrable Knowledge for Semantic Segmentation
with Deep Convolutional Neural Network
(spotlight)
Seunghoon Hong, Junhyuk Oh, Bohyung Han, Honglak Lee
In CVPR 2016
[arXiv preprint][Project page]


 

Decoupled Deep Neural Network for Semi-supervised Semantic Segmentation (spotlight)
*Seunghoon Hong, *Hyeonwoo Noh, Bohyung Han
In NIPS 2015 (Acceptance = 82/1838~4.5%)
(* both authors have equal contribution)
[arXiv preprint][Project page]


 

Learning Deconvolution Network for Semantic Segmentation
Hyeonwoo Noh, Seunghoon Hong, Bohyung Han
In ICCV 2015
[arXiv preprint][Project page]


 

Joint Image Clustering and Labeling by Matrix Factorization
Seunghoon Hong, Jonghyun Choi, Jan Feyereisl, Bohyung Han, Larry S. Davis
In TPAMI
[pdf]


 

Online Tracking by Learning Discriminative Saliency Map with
Convolutional Neural Network

Seunghoon Hong, Tackgeun You, Suha Kwak, Bohyung Han
In ICML 2015 (Acceptance = 270/1037~26%)
[arXiv preprint]


 

Visual Tracking by Sampling Tree-Structured Graphical Models (Oral)
Seunghoon Hong, Bohyung Han
In ECCV 2014 (Acceptance = 38/1444~2.6%)
[pdf] [Project page]


 

Online Graph-Based Tracking
Hyeonseob Nam, Seunghoon Hong, Bohyung Han
In ECCV 2014 (Acceptance = 363/1444~25%)
[pdf] [Project page]


 

Orderless Tracking through Model-Averaged Posterior Estimation (Oral)
Seunghoon Hong, Suha Kwak, Bohyung Han
In ICCV 2013 (Acceptance = 41/1633~2.5%)
[pdf] [Project page]


 

Joint Segmentation and Pose Tracking of Human in Natural Videos
Taegyu Lim, Seunghoon Hong, Bohyung Han, Joon Hee Han
In ICCV 2013 (Acceptance = 414/1633~28%)
[pdf] [Dataset]

Education

Research Experience

Awards and Honors

Projects

Flag Counter