I am a research scientist at SenseBrain. I studied for PhD in Visual Computing Lab. at KAIST. My PhD advisor is professor Min H. Kim. Before joining VCLAB, I obtained my master degree under the advisory of professor Yu-Wing Tai, also in School of Computing, KAIST . From February to October 2018, I did internship in LPR (Learning and Perception Research) group of NVIDIA Research in Santa Clara.
My research interests cover low-level computer vision, computational photography, and computer graphics. In particular, I have participated in many research projects of computational photography that enhance image/video quality and extract additional information including alpha mattes, high dynamic range, hyperspectra, and novel view. These works effectively utilized machine learning methods such as sparse coding and deep convolutional neural networks.
Inchang Choi,
Orazio Gallo,
Alejandro Troccoli,
Min H. Kim,
Jan Kautz
International Conference on Computer Vision
(ICCV 2019, Oral)
Inchang Choi,
Yeong Beum Lee,
Dae R. Jeong,
Insik Shin,
Min H. Kim
International Symposium on Visual Computing
(ISVC 2019, Oral)
Mingyun Kang,
Joo Ho Lee,
Inchang Choi,
Min H. Kim
IEEE International Conference on Image Processing
(ICIP 2019)
Daniel S. Jeon,
Seung-Hwan Baek,
Inchang Choi,
Min H. Kim
IEEE Computer Vision and Pattern Recognition (CVPR 2018)
Inchang Choi,
Daniel S. Jeon,
Giljoo Nam,
Diego Gutierrez,
Min H. Kim
ACM Transactions on Graphics (TOG)
To be presented at SIGGRAPH Asia 2017
Inchang Choi,
Seung-Hwan Baek,
Min H. Kim
IEEE Transactions on Image Processing (TIP)
24 July 2017
Seung-Hwan Baek,
Inchang Choi,
Min H. Kim
IEEE Computer Vision and Pattern Recognition (CVPR 2016)
Joo Ho Lee,
Inchang Choi,
Min H. Kim
IEEE Computer Vision and Pattern Recognition (CVPR 2016)
Daniel S. Jeon,
Inchang Choi,
Min H. Kim
Computer Graphics Forum (Proc. EUROGRAPHICS 2016)
Inchang Choi,
Sunyeong Kim,
Michael S. Brown,
Yu-Wing Tai
IEEE International Conference on Computer Vision (ICCV 2013)
Inchang Choi,
Minhaeng Lee,
Yu-Wing Tai
European Conference on Computer Vision (ECCV 2012)
Inchang Choi,
Min H. KIM,
Center for Integrated Smart Sensor
We are developing processing algorithms for integrated smart sensors. (2017-present)
Inchang Choi,
Min H. KIM,
Center for Mobile Software Platform
We developed a collaborative photography service layer in our mobile software platform. (2015-2016)
Inchang Choi, Min H. KIM, SK Hynix
We developed an HDR image/video reconstruction algorithm for a new type of CIS. (2014-2015)
Inchang Choi, Joo Ho Lee, Min H. KIM, Samsung Electronics
We develope a system of rendering high-fidelity 3D representation of light-field images. (2013-2014)
Inchang Choi,
Min Haeng Lee,
Yu-Wing Tai,
Microsoft
Research Asia
The goal of this project was to develop a real-time video matting algorithm for RGB-D video stream. (2011-2012)
Inchang Choi, Yu-Wing Tai, KOCCA
In this project, we developed an interactive video segmentation software to semi-automatically generate 3D video from legacy 2D video. (2010-2013)