Profile

Suha Kwak 사진
Profile.
Name Suha Kwak
Organization Dept of Computer Science & Enginrg
Telephone 054-279-2390
E-mail mercury3@postech.ac.kr
Homepage http://cvlab.postech.ac.kr/~suhakwak/

Education

  • 2007~2014 POSTECH (통합-컴퓨터공학)
  • 2003~2007 POSTECH (학사-컴퓨터공학)

Career

  • 2016~2018 : DGIST 정보통신융합공학전공
  • 2016~2016 : 포항공과대학교 컴퓨터공학과
  • 2014~2016 : INRIA WILLOW PROJECT TEAM

Profession

  • Computer Vision
  • Machine Learning
  • Deep Learning

Journal Papers

International

  • Weakly Supervised Learning with Deep Convolutional Neural Networks for Semantic Segmentation Understanding semantic layout of images with minimum human supervision, IEEE SIGNAL PROCESSING MAGAZINE, , 34, 39-49 (2017)
  • On-Line Video Event Detection by Constraint Flow, IEEE TRANSACTIONS ON PATTERN ANALYSIS AND MACHINE INTELLIGENCE, , 36, 1174-1186 (2014)

Domestic Journal Papers

General Journal Papers

Conference Proceedings

  • Weakly Supervised Semantic Segmentation Using Web-Crawled Videos, IEEE Conference on Computer Vision and Pattern Recognition, 0, 0, - (2017)
  • Weakly Supervised Semantic Segmentation Using Superpixel Pooling Network, AAAI Conference on Artificial Intelligence, 0, 0, - (2017)
  • Thin-Slicing for Pose: Learning to Understand Pose without Explicit Pose Estimation, IEEE Conference on Computer Vision and Pattern Recognition, 0, 0, - (2016)
  • Unsupervised Object Discovery and Tracking in Video Collections, International Conference on Computer Vision, 0, 0, - (2015)
  • Unsupervised Object Discovery and Localization in Images and Videos, Ubiquitous Robots and Ambient Intelligence, 0, 0, - (2015)
  • Online Tracking by Learning Discriminative Saliency Map with Convolutional Neural Network, International Conference on Machine Learning, 0, 0, - (2015)
  • Unsupervised Object Discovery and Localization in the Wild, IEEE Conference on Computer Vision and Pattern Recognition, 0, 0, - (2015)
  • Object Localization based on Structural SVM using Privileged Information, Advances in Neural Information Processing Systems, 0, 0, - (2014)
  • Orderless Tracking through Model-Averaged Posterior Estimation, International Conference on Computer Vision, 0, 0, - (2013)
  • Multi-Agent Event Detection: Localization and Role Assignment, IEEE Conference on Computer Vision and Pattern Recognition, 0, 0, - (2013)
  • Online Multi-Target Tracking by Large Margin Structured Learning, Asian Conference on Computer Vision, 0, 0, - (2012)
  • On-line Video Segmentation by Bayesian Split-Merge Clustering, European Conference on Computer Vision, 0, 0, - (2012)
  • Learning Occlusion with Likelihoods for Visual Tracking, International Conference on Computer Vision, 0, 0, - (2011)
  • Generalized Background Subtraction Based on Hybrid Inference by Belief Propagation and Bayesian Filtering, International Conference on Computer Vision, 0, 0, - (2011)
  • Dynamic Resource Allocation by Ranking SVM for Particle Filter Tracking, British Machine Vision Conference, 0, 0, - (2011)
  • Scenario-Based Video Event Recognition by Constraint Flow, IEEE Conference on Computer Vision and Pattern Recognition, 0, 0, - (2011)
  • Hierarchical Event Representation and Recognition Method for Scalable Video Event Analysis, IEEE International Symposium on Multimedia, 0, 0, - (2008)

Invited Talk or Presentations

Books

Research Activities

  • ., 주식회사 카카오 (2018-2019)
  • 곽수하_신규부임교수 기자재지원(1차_학과), 포항공과대학교 (2018-2019)
  • 곽수하_신규부임교수 기자재지원(1차_대학), 포항공과대학교 (2018-2019)
  • 곽수하_신규부임교수 연구비지원(1차_학과), 포항공과대학교 (2018-2019)
  • 곽수하_신규부임교수 연구비지원(1차_대학), 포항공과대학교 (2018-2019)
  • UNSUPERVISED VIDEO REPRESENTATION LEARNING BY DISENTANGLING CONTENT AND TIME-EVOLUTION, 재단법인한국연구재단 (2018-2019)
  • DIGITAL EXPERIENCE TECHNOLOGY FOR BOTANICAL GARDEN AND ZOO USING INTELLIGENT AR INTERACTION, 한국콘텐츠진흥원 (2018-2018)
  • EXVISION: VISUAL RECOGNITION IN EXTREME CONDITIONS, 삼성전자(주) (2018-2019)

IP