담당과목
학부: 공학수학1, 확률및통계, 데이터구조및알고리듬 등
대학원: 비선형최적화
관심연구분야
컴퓨터비전, 패턴인식, 영상처리
학력
· 서울대학교 공학사, 2006
· 서울대학교 공학박사, 2012
경력
· 서울대학교 융합과학기술대학원 연구교수, 2014
· 서울대학교 박사후연구원, 2012-2013
주요연구과제
· 동영상 속 변형하는 물체의 고해상도 3차원 복원 및 그 응용, 미래창조과학부, 2014~ · 가상 Multiview얼굴 영상 데이터 생성, SK 텔레콤, 2015
주요논문
· Eunwoo Kim, Minsik Lee, Chong-Ho Choi, Nojun Kwak, and Songhwai Oh,
"Efficient l_1-Norm-based Low-Rank Matrix Approximations for Large-Scale
Problems Using Alternating Rectified Gradient Method," IEEE Trans. Neural
Networks and Learning Systems, vol. 26, no. 2, pp.237-251, Feb. 2015.
· Minsik Lee and Chong-Ho Choi, "Incremental N-mode SVD for Large-Scale
Multilinear Generative Models," to appear in IEEE Trans. Image Processing,
Oct. 2014.
· Jungchan Cho, Minsik Lee, Hyung Jin Chang, and Songhwai Oh, "Robust Action
Recognition Using Local Motion and Group Sparsity," Pattern Recognition, vol.
47, no. 5, pp. 1813-1825, May 2014.
· Jiyong Oh, Nojun Kwak, Minsik Lee, and Chong-Ho Choi, "Generalized Mean for
Feature Extraction in One-class Classification Problems," Pattern Recognition,
vol. 46, no. 12, pp. 3328-3340, Dec. 2013.
· Sungho Suh, Minsik Lee, and Chong-Ho Choi, "Robust Albedo Estimation from a
Facial Image with Cast Shadow under General, Unknown Lighting," IEEE Trans.
Image Processing, vol. 22, no. 1, pp. 391-401, Jan. 2013.
· Minsik Lee and Chong-Ho Choi, "A Robust Real-Time Algorithm for Facial Shape
Recovery From a Single Image Containing Cast Shadow Under General, Unknown
Lighting," Pattern Recognition, vol. 46, no. 1, pp. 38-44, Jan. 2013.
· Minsik Lee and Chong-Ho Choi, "Fast Facial Shape Recovery From a Single
Image With General, Unknown Lighting by Using Tensor Representation," Pattern
Recognition, vol. 44, no. 7, pp. 1487-1496, Jul. 2011.
· Minsik Lee, Youngjip Kim, and Chong-Ho Choi, "Period-Controlled MAC for High
Performance in Wireless Networks," IEEE/ACM Trans. Networking, vol. 19, no. 4,
pp. 1237-1250, Aug. 2011.
· Minsik Lee, Jieun Lee, Hyeogjin Lee, and Nojun Kwak, "Membership
Representation for Detecting Block-diagonal Structure in Low-rank or Sparse
Subspace Clustering," Proc. IEEE Conf. Computer Vision and Pattern Recognition
(CVPR), Boston, Massachusetts, Jun. 8 - 10, 2015.
· Minsik Lee, Chong-Ho Choi, and Songhwai Oh, "A Procrustean Markov Process
for Non-Rigid Structure Recovery," IEEE Conf. Computer Vision and Pattern
Recognition (CVPR), Columbus, Ohio, Jun. 2014.
· Minsik Lee, Jungchan Cho, Chong-Ho Choi, and Songhwai Oh, "Procrustean
Normal Distribution for Non-Rigid Structure from Motion," IEEE Conf. Computer
Vision and Pattern Recognition (CVPR), Portland, Oregon, Jun. 2013. (ORAL
presentation, 3.2% acceptance rate)