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
ICCV 2017 (iccv2017.thecvf.com) to appear, Venue: Venice, Italy
Robust Hand Pose Estimation during the Interaction with an Unknown Object
Chiho Choi, Sang Ho Yoon, Chin-Ning Chen, Karthik Ramani
ICCV 2017 (iccv2017.thecvf.com) to appear, Venue: Venice, Italy
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.