Chiho Choi
Chiho Choi is a Ph.D. candidate in the school of Electrical and Computer Engineering at Purdue University. Mr. Choi received a B.S. from Hanyang University, Korea in 2011, and a M.S. from University of Southern California, in 2013. His research interest lies at the intersection of machine learning and computer vision. He broadly builds machine learning algorithms in a practical way for computer vision systems. Currently, Choi is working as a research assistant in the Computational Design and Innovation Lab led by Professor Karthik Ramani, focusing on human shape interaction.
[Personal Website][LinkedIn]
Learning Hand Articulations by Hallucinating Heat Distribution
Chiho Choi, Sangpil Kim, Karthik Ramani
In Proceedings of the IEEE International Conference on Computer Vision (ICCV) 2017 to appear.
Robust Hand Pose Estimation during the Interaction with an Unknown Object
Chiho Choi, Sang Ho Yoon, Chin-Ning Chen, Karthik Ramani
In Proceedings of the IEEE International Conference on Computer Vision (ICCV) 2017 to appear.
New tool for virtual and augmented reality uses ‘deep learning’
WEST LAFAYETTE, Ind. – Future systems that allow people to interact with virtual environments will require computers to interpret the human hand’s nearly endless variety… Continue reading...
DeepHand: Robust Hand Pose Estimation by Completing a Matrix Imputed with Deep Features
Ayan Sinha*, Chiho Choi*, and Karthik Ramani
(* denotes equal contribution)
In Proc. IEEE Conference on Computer Vision and Pattern Recognition (CVPR) 2016, Las Vegas, USA.
A Collaborative Filtering Approach to Real-Time Hand Pose Estimation
Chiho Choi, Ayan Sinha, Joon Hee Choi, Sujin Jang, and Karthik Ramani
In Proc. IEEE International Conference on Computer Vision (ICCV) 2015, Santiago, Chile.