PROJECT

Multi-modal Image Matching and Confidence Measure for High-precision Depth Estimation

• Mar. 2021 - Feb. 2026, Principle Investigator

• Funded by Ministry of Science, ICT and Future Planning

• Developing an AI algorithm for multi-modal image matching and confidence measure

To create AI systems that act appropriately and effectively in novel situations that occur in open worlds

• Apr. 2020 - Dec. 2023, Research Assistant

• Funded by Ministry of Science, ICT and Future Planning

• Developed an AI algorithm with active adaptive self improving

Fundamental Study of Vision Algorithms for Comprehensive and Through Understanding of Videos

• Aug. 2017 - Dec. 2020, Research Assistant

• Funded by Ministry of Science, ICT and Future Planning

• Developed an algorithm for understanding untrimmed videos

Emotional Intelligence Technology to Infer Human Emotion and Carry on Dialogue Accordingly

• Dec. 2016 - Dec. 2020. Research Assistant

• Funded by Institute of Information & Communication Technology (IITP)

• Developed an algorithm for inferring human emotion from multi-spectral images

Development of High-Precision AR & VR Contents Based on Smart-Car Sensors

• Apr. 2016 - Dec. 2021, Research Assistant

• Funded by Institute of Information & Communication Technology (IITP)

• Developed a deep network for generating high-precision AR & VR contents

High Quality 2D-to-Multiview Contents Generation from Large-Scale RGB+D Database

• Oct. 2015 - Aug. 2016, Research Assistant

• Funded by Institute of Information & Communication Technology (IITP)

• Developed a deep network for inferring high-quality depth from a single 2-D image

Context Analogy: Multimodal Feature Learning for Large Scale Scene Parsing

• Oct. 2014 - Jun. 2015, Research Assistant

• Funded by Institute of Information & Communication Technology (IITP) and Microsoft Research Asia (MSRA)

• Developed multi-modal feature learning approach for large scale scene parsing

• Developed landmark identification under severe weather conditions

Development of High Efficient and Advanced Image Processing Algorithms for Auto-stereoscopic 3-D Display

• Nov. 2013 - Oct. 2016, Research Assistant

• Funded by Ministry of Science, ICT and Future Planning

• Developed advanced image matching approach for real-time 3-D display

Development of Next Generation Digital TV Broadcasting System

• Mar. 2011 - Dec. 2015, Research Assistant

• Funded by Information Technology Research Center of Ministry of Knowledge Economy

• Developed core technology for 3D/4K and 8K UHDTV broadcasting generation/editing