Hyunjun Eun (은현준)

Tel: +82-42-350-7521

E-mail: hj.eun[at]kaist.ac.kr

Homepage: https://sites.google.com/view/hjeun

Education

  • 2015.9 - Present Ph.D. (Dept. of Electrical Engineering), Korea Advanced Institute of Science Technology, South Korea
  • 2013.9 - 2015.8 M.S. (Dept. of Electrical Engineering), Korea Advanced Institute of Science Technology, South Korea
  • 2006.3 - 2013.8 B.S. (Dept. of Electrical Engineering), Kyungpook National University, South Korea


Research Interests

  • Temporal Action Detection
  • Online Action Detection
  • Partial Action Recognition
  • Medical Image Analysis


Awards

  • Paper Competition Award, Qualcomm-KAIST Innovation Awards 2019
    • Paper: SRG: Snippet Relatedness-based Temporal Action Proposal Generator
  • LG Electronics Paper Awards, IEIE Autumn Annual Conference 2018
    • Paper: Weakly Supervised Clothes Recognition with a Two-Branch Network
  • First Place, Samsung Fire & Marine Insurance (SFMI) Machine Learning Challenge 2017
    • For Korean text detection in traffic road signs, we achieved 98.14% accuracy on 709 Korean text classes.


Publications

[Preprint]

  • Hyunjun Eun, J. Moon, J. Park, Chanho Jung, and Changick Kim, "Learning to Discriminate Information for Online Action Detection," arXiv preprint arXiv:1912.04461.

[International Journal]

  • Hyunjun Eun, J. Moon, J. Park, Chanho Jung, and Changick Kim, "Temporal Filtering Networks for Online Action Detection," Pattern Recognition, submitted.
  • Hyunjun Eun, Sumin Lee, J. Moon, J. Park, Chanho Jung, and Changick Kim, "SRG: Snippet Relatedness-based Temporal Action Proposal Generator," IEEE Transactions on Circuits and Systems for Video Technology (TCSVT), DOI:10.1109/TCSVT.2019. 2953187.
  • Yoonhyung Kim, Hyunjun Eun, Chanho Jung, and Changick Kim, "A Quad Edge-Based Grid Encoding Model for Content-Aware Image Retargeting," IEEE Transactions on Visualization and Computer Graphics (TVCG), vol. 25, no. 12, pp. 3202-3215, Dec. 2019.
  • Sumin Lee, Hyunjun Eun, S. Oh, Wonjun Kim, Chanho Jung, and Changick Kim, "Landmark-free Clothes Recognition with a Two-Branch Feature Selective Network," Electronics Letters, vol. 55, no. 13, pp. 745-747, June 2019.
  • Hyunjun Eun, Daeyeong Kim, Chanho Jung, and Changick Kim, "Single-View 2D CNNs with Fully Automatic Non-nodule Categorization for False Positive Reduction in Pulmonary Nodule Detection," Computer Methods and Programs in Biomedicine (CMPB), vol.165, pp. 215-224, Oct. 2018.
  • Hyunjun Eun, Yoonhyung Kim, Chanho Jung, and Changick Kim, "Saliency Refinement: Towards a Uniformly Highlighted Salient Object," Signal Processing: Image Communication (SPIC), vol. 62, pp. 16-32, Mar. 2018.
  • Joonhyang Choi, Hyunjun Eun, and Changick Kim, "Boosting Proximal Dental Caries Detection via Combination of Variational Methods and Convolutional Neural Network," Journal of Signal Processing Systems (JSPS), vol. 90, no. 1, pp.87-97, Jan. 2018.
  • Hyunjun Eun and Changick Kim, "Superpixel-Guided Adaptive Image Smoothing," IEEE Signal Processing Letters (SPL), vol. 23, no. 12, pp. 1887-1891, Dec. 2016.

[International Conference]

  • Hyunjun Eun, Jonghee Kim, Jinsu Kim, and Changick Kim, "Fast Korean Text Detection and Recognition in Traffic Guide Signs," in Proc. IEEE International Conference on Visual Communications and Image Processing (VCIP), Taichung, Taiwan, Dec. 9-12, 2018.
  • Hyunjun Eun and Changick Kim, "Oriented Tooth Localization for Periapical Dental X-ray Images via Convolutional Neural Network," in Proc. IEEE Asia-Pacific Signal and Information Processing Association Annual Summit and Conference (APSIPA ASC), Jeju, Korea, Dec. 13-16, 2016.
  • Hyunjun Eun, Jonghee Kim, and Changick Kim, "Salient Object Detection using HOS based L0 Smoothing and Shape-aware Region Merging," in Proc. IEEE International Conference on Visual Communications and Image Processing (VCIP), Singapore, Dec. 13-16, 2015.
  • Jonghee Kim, Hyunjun Eun, and Changick Kim, "No-reference Image Quality Assessment based on Singular Value Decomposition without Learning," in Proc. Pacific-Rim Conference on Multimedia (PCM), Gwangju, Korea, Sep. 16-19, 2015.

[Domestic Journal]

  • 은현준, 정찬호, 김창익, "저정밀 레이블 지도를 이용한 의미론적 영상 분할," 한국통신학회논문지, 제 44권, 제 9호, pp. 1690-1693, Sep. 2019.
  • 김윤형, 은현준, 정찬호, 김창익, "조건부 무작위장을 사용한 세그넷의 시맨틱 영상 분할 성능 향상," 한국통신학회논문지, 제 43권, 제 3호, pp. 519-521, Mar. 2018.
  • 은현준, 김윤형, 정찬호, 김창익, "단순선형반복군집을 위한 적응적 초기 군집 중심 샘플링 방법," 한국통신학회논문지, 제 43권, 제 1호, pp. 20-23, Jan. 2018.
  • 은현준, 이지원, 문성원, 이정수, 남도원, 정찬호, 김창익, "농구 전광판 동영상에서의 의사결정 트리 기반 숫자 인식," 한국통신학회논문지, 제 42권, 제 11호, pp. 2097-2100, Nov. 2017.
  • 은현준, 이지원, 문성원, 이정수, 남도원, 정찬호, 김창익, "저해상도 농구 전광판 동영상에서의 문맥 기반 선수 득점 인식," 한국통신학회논문지, 제 42권, 제 10호, pp. 1959-1962, Oct. 2017.

[Domestic Conference]

  • 이수민, 은현준, 정찬호, 오성찬, 김창익, "두 개 분기 네트워크를 이용한 약지도 의류 인식," 대한전자공학회 추계학술대회, pp. 314-315, 송도 컨벤시아, Nov. 23, 2018.
  • 최준향, 은현준, 김창익, "CNN을 이용한 인접면 치아 우식 검출," 대한전자공학회 추계학술대회, pp. 374-377, 원주오크밸리, Nov. 27, 2015.
  • 은현준, 최지원, 김창익, "패치 분류를 이용한 자동 시드 추출 및 객체 분할," 대한전자공학회 하계종합학술대회, pp. 1948-1951, 제주 그랜드 호텔, Jun. 25-27, 2014.