Difference between revisions of "Sungheon Park"
(→Publications) |
|||
Line 43: | Line 43: | ||
| '''Analysis on the Dropout Effect in Convolutional Neural Networks'''<br> | | '''Analysis on the Dropout Effect in Convolutional Neural Networks'''<br> | ||
'''Sungheon Park''' and Nojun Kwak <br> | '''Sungheon Park''' and Nojun Kwak <br> | ||
− | Asian Conference on Computer Vision ('''ACCV'''), 2016 | + | Asian Conference on Computer Vision ('''ACCV'''), 2016<br> |
+ | [[Media:Dropout_ACCV2016.pdf | [paper] ]] [//github.com/sungheonpark/Max-drop [code] ] | ||
|} | |} | ||
</ul> | </ul> | ||
Line 55: | Line 56: | ||
| '''3D Human Pose Estimation Using Convolutional Neural Networks with 2D Pose Information'''<br> | | '''3D Human Pose Estimation Using Convolutional Neural Networks with 2D Pose Information'''<br> | ||
'''Sungheon Park''', Jihye Hwang, and Nojun Kwak <br> | '''Sungheon Park''', Jihye Hwang, and Nojun Kwak <br> | ||
− | Geometry Meets Deep Learning Workshop ('''ECCV Workshop'''), 2016 | + | Geometry Meets Deep Learning Workshop ('''ECCV Workshop'''), 2016<br> |
[//arxiv.org/abs/1608.03075 [arXiv paper] ] | [//arxiv.org/abs/1608.03075 [arXiv paper] ] | ||
|} | |} |
Revision as of 22:17, 30 November 2016
Sungheon Park (박성헌)
|
I am a PhD student in the Graduate School of Convergence Science and Technology at Seoul National University, Korea. I am in the Machine Intelligence and Pattern Analysis Lab under the supervision of Prof. Nojun Kwak. Before joining to MIPA Lab, I received B.S. and M.S. degree at Korea Advanced Institute of Science and Technology (KAIST), majoring in computer science. My research interest covers broad range of computer vision and machine learning. Especially, I'm interested in applying deep learning algorithms to computer vision problems.
Education
-
Present:
- Ph.D. Candidate in Graduate School of Convergence Science and Technology, Seoul National University, Seoul, Korea.
-
Feb. 2014:
- M.S. in Computer Science, Korea Advanced Institute of Science and Technology, Daejeon, Korea.
-
Feb. 2012:
- B.S. in Computer Science, Korea Advanced Institute of Science and Technology, Daejeon, Korea.
Publications
Analysis on the Dropout Effect in Convolutional Neural Networks Sungheon Park and Nojun Kwak |
3D Human Pose Estimation Using Convolutional Neural Networks with 2D Pose Information Sungheon Park, Jihye Hwang, and Nojun Kwak |
Cultural Event Recognition by Subregion Classification with Convolutional Neural Network Sungheon Park and Nojun Kwak |
Illumination Robust Optical Flow Estimation by Illumination-Chromaticity Decoupling Sungheon Park and Nojun Kwak |