학력

- 충남대학교 컴퓨터과학과 이학사(1998)
- 고려대학교 컴퓨터학과 이학석사(2003)
- 고려대학교 컴퓨터학과 이학박사(2008)

주요논문 및 저서

- H.-D. Yang “Sign Language Recognition with the Kinect Sensor Based on Conditional Random Fields,” Sensors, Vol. 15, 2015, pp. 135-147.
- H.-D. Yang and S.-W. Lee, "Robust Sign Language Recognition by Combining Manual and Non-Manual Features Based on Conditional Random Field and Support Vector Machine," Pattern Recognition Letters, Vol. 34. No. 16, 2013, pp. 2051-2056.
- H.-S. Chung and H.-D. Yang, "Conditional Random Field-based Gesture Recognition with Depth Information," Optical Engineering, Vol. 52, No. 1, 2013, pp. 017201 (1-7).
- H.-D. Yang, H.-I. Suk, and S.-W. Lee, "Accelerating Generalized Iterative Scaling Based on Staggered Aitken Method for On-line Conditional Random Fields," International Journal of Wavelets, Multiresolution and Information Processing, Vol. 10, No. 6, 2012, pp. 1250059.
- H.-D. Yang and S.-W. Lee, "Simultaneous Spotting of Signs and Fingerspellings Based on Hierarchical Conditional Random Fields and BoostMap Embeddings," Pattern Recognition, Vol. 43, No. 8, 2010, pp. 2858-2870.
- H.-D. Yang, S. Sclaroff, and S.-W. Lee, "Sign Language Spotting with a Threshold Model Based on Conditional Random Fields," IEEE Trans. on Pattern Analysis and Machine Intelligence, Vol. 31, No. 7, July 2009, pp. 1264-1277.
- H.-D. Yang and S.-W. Lee, "Reconstruction of 3D Human Body Pose from Stereo Image Sequences based on Top-down Learning," Pattern Recognition, Vol. 40, No. 11, 2007, pp. 3120-3131.
- H.-D Yang, A.-Y. Park, and S.-W. Lee, "Gesture Spotting and Recognition for Human-Robot Interaction," IEEE Trans. on Robotics, Vol. 23, No. 2, 2007, pp. 256-270.

주요 학술발표

- H.-D. Yang and S.-W. Lee, "Combination of Manual and Non-Manual Features for Sign Language Recognition Based on Conditional Random Field and Active Appearance Model," Proc. 2011 International Conference on Machine Learning and Cybernetics, Guilin, China, July 10-13, 2011, pp. 1726-1731

수상

- 2015 한국스마트미디어학회 춘계학술대회 우수 논문상
- 2013 한국정보과학회 한국컴퓨터종합학술대회 최우수 논문상
- 2011 Lotfi Zadeh Best Paper Award, IEEE International Conference on Machine Learning and Cybernetics

주요경력

- 2012 EPFL, Institute of Bioengineering, 방문교수
- 2006 Boston Univerisity, Department of Computer Science, 방문연구원