Research Projects

Development of Edge AI Accelerator and Solution for Real-time Media Quality Enhancement

Institute for Information & Communications Technology Promotion

Apr. 2022 - Dec. 2024

A Study on Video Coding for Machine

Electronics and Telecommunications Research Institute

Mar. 2021 - Feb. 2023

A Study on Low-Power Convolutional Neural Network Architectures for Real-Time Image Restoration Applications

National Research Foundation of Korea

Mar. 2018 - Feb. 2023

A Study on Deep Learning based State of Health Estimation for Battery

LG Energy Solution

Apr. 2021 - Mar. 2022

Development of Deep Learning-based Super-Resolution Reference Software for NPU Porting

KAI Media

June 2021 - Dec. 2021

A Study on No-reference Video Quality and Distortion Assessment Algorithms

SK Telecom

May 2021 - Dec. 2021

A Study on Interactive Intelligence based Smart/Cloud Platform

Institute for Information & Communications Technology Promotion

Jan. 2018 - Dec. 2022

A Study on Error-Resilient Neuromorphic Systems with Memristor Elements

Ministry of Trade, Industry and Energy

Jan. 2018 - Dec. 2021

Development of GPU-based High Dynamic Ranging and Super Resolution Deep Neural Networks

KAI Media

Aug. 2020 - Aug. 2021

A Study on Deep Model Compression Methods based on Joint Learning for Edge Devices

Institute for Information & Communications Technology Promotion

Aug. 2020 - Dec. 2020

Deep Neural Network based Real-Time Accurate Voice Source Localization using Drones

Institute for Information & Communications Technology Promotion

Sept. 2019 - Dec. 2020

An AI-based Device Error Detection using Deep Neural Networks

TechWing, Inc.

Dec. 2019 - May 2020

An AI-based PCB Design Error Detection using Deep Neural Networks

Altair Engineering, Inc.

Jul. 2019 - Jan. 2020

A Study on Tactical Video Information Characteristics and Video Compression Performance Evaluation Method for Narrowband Tactical Networks

Agency for Defense Development

Jul. 2018 - Sept. 2019