Distributed Multimedia System Laboratory
@Konkuk University, Seoul, Korea
Introduction to DMS Research Group
The DMS research group is currently concentrating on research and
development related to Smart Mobility Systems and Bio-Medical/Healthcare
intelligent Services based on deep learning-based AI technologies on
distributed systems
Distributed System Technology
By utilizing Cloud Platform Technology, we are currently focusing on the
development of “Intelligent Cloud Platform (IFC) for Smart Mobility
systems and Healthcare Assistant systems, which is the core of the 4th
Industrial Revolution. In particular, we are researching automatic AI
platform provisiong service for “Intelligent Cooperative Heatlcare
Assistant Agents for oldery people” and “Digital Twin Systems for Urban
Air Mobility” application fields. We also research and develop stable
and scalable system architecture and intelligent system operation
management service.
Artificial Intelligence Technology
Various studies are in progress in relation to AI technology based on
deep learning.
Intelligent and efficient path planning and control based on Deep
Reinforcement Learning (DRL), Distributed Control technology for Swarm Mobility using Distributed
Multiagent DRL technology, Human Pose and Activity recognition technology based on Visual
Transformer, Object Detection, Face and Emotion Recognition technology using
computer vision and widely used deep learning vision models such as
CNN, YoLo, ResNet, MobileNet, etc. NLP Research on Knowledge-based Open-Domain Conversational QA and
Dialog based on Transformer-based encoder/decoder languate models, Research on QA dataset creation competing Question Generation and
Question Answering language models, Intelligent Chatbot technology supporting long-term conversation
using Open Domain Knowledge etc. Core Research Focus
Intelligent Mobility Control Technologies based on Multi-Agent Deep
Reinforcement Learning and Attentions between agents Human Pose, Activity, Face, Emotion Recognition models based on deep
learning for computer vision Open-Domain Converstational QA and Dialog systems based on Graph
Knowledge and Self-Attention models Multi-Modal Situation Detection and Context Regonition Servies for
Healthcare Assistant Automatic provisioning and intelligent operation management
technologies for intelligent cloud platforms (IaaS, PaaS, SaaS,
FaaS) Hierarchical Distributed Intelligent Fog and Cloud Cooperative
Service Platform technology based on Offloading/Caching technolog Distributed system quality evaluation technology based on stochastic
reward net and discrete event simulation Efficient and reusable SW Architecture design technology suitable
for domain function and quality requirements Contact
Office: Konkuk University New Engineering Building 1207
(건국대학교 신공학관 1207호) Email: dkmin@konkuk.ac.kr
(Prof. Dugki Min, Ph.D)