Program book of

the 2026 ICOBAR-SMART Joint Conference

Feburary 04~07, 2026

BINUS University, Jakarta, Indonesia

Organized by		Sponsored by

Organization Committee for 2026 ICOBAR-SMART Joint Conference

2026 ICOBAR-SMART Joint Conference, February 04~07, 2026, BINUS University, Jakarta, Indonesia

Honorary Chair

Yonghwan Lee, Kumoh National Institute of Technology, Korea

General Chair

Insik Choi, Hannam University, Korea

Sungyoung Kim, Kumoh National Institute of Technology, Korea

Program Chairs

Young-Hyung Kim, Kumoh National Institute of Technology, Korea

Dong-Soo Choi, Kumoh National Institute of Technology, Korea

Local Arrangement Chairs

Jihoon Bae, Korean, Korea National University of Education, Korea

Sangook Moon, Mokwon University, Korea

Hyungman Lee, Korea Electronics Technology Institute, Korea

Advisory Committees

Yoonsik Kwak, Korea National University of Transportation, Korea

Yunho Kim, Mokwon University, Korea

Daeseong Kang, Dong-A University, Korea

Hackyoon Kim, Cheongju University, Korea

Insoo Lee, Kyungpook National University, Korea

Jinho Ahn, Kyonggi University, Korea

Youngjae Lee, Jeonju University, Korea

Technical Program Committees

E.J.Rothwell, Michigan State University, USA

R.D.Caytiles, Hannam Universith, Korea

Jong-Won Yu, Korea Advanced Institute of Science and Technology, Korea

Wook-Shin Han, Pohang University of Science and Technology, Korea

Dongwon Jeong, Kunsan National University, Korea

Young-Woong Ko, Hallym University, Korea

Byungjoo Park, Hannam University, Korea

Moon-Gab Joo, Pukyong National University, Korea

Yung-Cheol Byun, Jeju National University, Korea

Minsuk Kim, Sangmyung University, Korea

Yong-Hui Cho, Mokwong University, Korea

Hoojin Lee, Hansung University, Korea

Sangsoo Yeo, Mokwong University, Korea

Jiheon Kim, Agency for Defense Development, Korea

Namje Park, Jeju National University, Korea

Byungin Moon, Kyungpook National University, Korea

Sungbum Pan, Chosun University, Korea

Keynote Speech

GIST’s GIANTS: An Open Innovation Platform for the Integrated

AI Semiconductor Value Chain

	Professor Kangwook Kim Gwangju Institute of Science and Technology (GIST), Republic of Korea

Dean of the College of Information and Computing, GIST (2025 – Present)

Head of the Department of Electrical Engineering and Computer Science, GIST (2025 – 2026)

Dean of the Academic and Student Affairs, GIST (2019 – 2022)

Dean of the Library and Information Resources, GIST (2015 – 2016)

Professor, Gwangju Insitute of Science and Technology, Republic of Korea (2006 – Present)

Senor Engineer, Samsung Advanced Institute of Technology, Republic of Korea (2005 – 2006)

Postdoctoral Fellow, Georgia Institute of Technology, U.S.A., (2003 – 2005)

Ph.D. in Electrical and Computer Engineering, Georgia Institute of Technology, U.S.A. (2003)

South Korea is currently undergoing a paradigm shift in national development through the "5-Pole, 3-Special" strategy to ensure balanced regional growth. As a cornerstone of the "Southern Semiconductor Belt" within this framework, the Gwangju Institute of Science and Technology (GIST) is establishing the Global Institute of AI & Technology of Semiconductor (GIANTS). GIANTS operates as a collaborative research nexus, where academia, industry, and government co-manage both R&D and organizational operations to overcome the limits of traditional research institutes.

The GIANTS will cover the strategic flow of AI and semiconductor innovation by including the following: [Design] cultivating 1,400 elite architects via the ARM School to secure global IP competitiveness, [Manufacturing] utilizing a Next-Generation Advanced Fab to provide high-tech prototyping and packaging services, and [Verification] stress-testing AI chips in mobility and energy sectors via a regional AX stack and HPC-AI assets. This model will transform the regional cluster into a global epicenter for AI semiconductor excellence and a blueprint for the future of the industry.

Program for 2026 ICOBAR-SMART Joint Conference

Day 1, February 04 (Wednesday)
13:00~18:00	Registration and Check-in	room 810 (8th floor)
16:00~18:00	Tutorial for Deep learning and Machine learning	room 808 (8th floor)
18:00~20:00	Welcome Reception	Areom Mahakam Resto, Café&Ballroom

Day 2, February 05 (Thursday)
09:30~10:00	Opening Ceremony	room 800 (8th floor)
10:00~10:30	Keynote Speech Ⅰ (Prof. Kangwook Kim, Gwangju Institute of Science and Technology, Republic of Korea)	room 800 (8th floor)
10:30~11:00	Coffee Break	room 800 (8th floor)
11:00~11:30	Keynote Speech Ⅱ(TBD)	room 800 (8th floor)
11:30~12:00	Keynote Speech Ⅲ(TBD)	room 800 (8th floor)
12:00~13:30	Break time
13:30~14:30	Technical Session 1 (Oral Presentation)	room 808 (8th floor)
14:30~15:00	Coffee Break	room 800 (8th floor)
15:00~16:00	Poster Session I	room 808 (8th floor)
16:00~17:00	Technical Session 2 (Online Presentation)	Online(Zoom)
18:00~	Banquet	room 800 (8th floor)

Day 3, February 06 (Friday)
11:00~12:00	Poster Session II	room 808 (8th floor)
12:00~13:30	Break time
13:30~16:00	Seminar for Study Abroad to Korea	room 808 (8th floor)
16:00~17:00	Technical Meeting	room 808 (8th floor)

Day 4, February 07 (Saturday)
10:00~12:00	Lab. Tour in Binus University	Anggrek Campus
12:00~13:30	Break Time
13:30~14:30	Korea-Indonesia Research Collaboration Meeting and Disscussion	room 808 (8th floor)
14:30~15:00	Closing Committee Meeting	room 808 (8th floor)

Program Schedule

DAY 1, February 04, 2026 (Wednesday)

13:00-18:00	Registration and Check-in	room 810 (8th floor)
16:00~18:00	Tutorial for Deep learning and Machine learning	room 808 (8th floor)
18:00~20:00	Welcome Reception	Areom Mahakam Resto, Café&Ballroom

DAY 2, February 05, 2026 (Thursday)

09:30-10:00	Opening Cemery	room 800 (8th floor)
10:00~10:30	Keynote speech Prof. Kangwook Kim, Gwangju Institute of Science and Technology, Republic of Korea	room 800 (8th floor)
10:30~11:00	Coffee Break	room 800 (8th floor)
11:00~11:30	Keynote speech (TBD)	room 800 (8th floor)
11:30~12:00	Keynote speech (TBD)	room 800 (8th floor)
12:00~13:30	Break time
13:30~14:30	Session I Chair: Prof. Sangook Moon, Mokwon University, Korea	room 808 (8th floor)
•	Low-Cost Ultra-wideband Synthesized Impulse Radar for Near-zone Detection Donghyeok Jang, Kangwook Kim (Gwangju Institute of Science and Technology, Korea)
•	On the Blind Classification of Single- and Multi-Carrier Signals Sunghyun Cho, Hanseung Cho, Dongwoen Yoon (Hanyang University, Korea)
•	Multi-Modal AI Implementation Integrating Complex Sensor Data and TinyML-based Edge Device Research Hyungman Lee, Yujin Kim, Sunha Lee (Korea Electronics Technology Institute, Korea)
•	Analysis of Vertical Geometric Diversity of Point Targets for Radar-Based Self-Positioning Wonbin Yang¹, Seungmin Son¹, Jonghee Kim¹, Soohyun Jo², Insik Choi¹ (¹Hannam University, ²ETRI, Korea)

•	LiteVIS: Real-Time Video Instance Segmentation on Edge Devices with Knowledge Distillation Hasnain Hyder, Yong-Woon Kim, Ma Beth Solas Concepcion, Bobby Dioquino Gerardo, Yung-Cheol Byun (Jeju National University, Korea)
•	Development of an AI Agent-Based Hierarchical Swarm Au-tonomous Control System (H-SAC) for Resilient Heteregenous Mobility in Precision Agriculture DaiHwan Lim¹, Seong Sik Yeop², Marouane Baslam³, Jae Won Park² (Hoseo University, EN FRESH, GrowSmart, Korea)

14:30~15:00	Coffee Break	room 800 (8th floor)
15:00~16:00	Session Ⅱ (Poster) Chair: Prof. Daehwan Bae, Royal University of Phnom Penh, Cambodia	room 808 (8th floor)
•	YOLO-Based C-ITS Integrated Hazard Warning System for Road Surface Anomalies Kyungho Lee¹, Hee-Jin Lee¹, Sangook Moon² (¹Kumoh National Institute of Technology, ²Mokwon University, Korea)
•	A Study of Dehazing to Enhance Defect Detection Performance in Manufacturing Image Inspection System Jongwook Si, Jongseok Lee, Sungyoung Kim (Kumoh National Institute of Technology, Korea)
•	A Study on AI-Based Single Image Restoration Techniques for Drone Image Jongwook Si¹, Younghyung Kim¹, Sangook Moon² (¹Kumoh National Institute of Technology, ²Mokwon University, Korea)
•	Strain-Tunable MoSe₂Monolayer Flexible Sensor with Piezotronic Photoresponse Sungjin An (Kumoh National Institute of Technology, Korea)

16:00~17:00	Session Ⅲ (Online) Chair: Prof. Hee-Jin Lee, Kumoh National Institute of Technology, Korea		Online
•	Design Concept of an FSM-Based Automatic Heating Jacket Using Real-Time Temperature Sensing Jongyoun Lee, Yonghwan Lee (Kumoh National Institute of Technology, Korea)
•	SOC Estimation of Battery using Deep Learning-based Time-Series Forecasting Approach Saebin Shin¹, Youngjin Seo², Wansu Lim¹ (¹Sungkyunkwan University, ²Kumoh National Institute of Technology, Korea)
•	Multimodal Cross-Site Solar Energy Forecasting Using Large Language Model Raj Kumar, Yong-Woon Kim, Chan-Yeob Yeun, Yung-Cheol Byun (Jeju National University, Korea)
18:00~	Banquet	room 800 (8th floor)

DAY 3, February 06, 2026 (Friday)

11:00~12:00	Session Ⅳ (Poster) Chair: Prof. Yung-Cheol Byun, Jeju National University, Korea		room 808 (8th floor)
•	Water Body Detection in SAR Images Using CA-CFAR Based Denoising and K-means Clustering Seungchan Lee¹, Sejin Kim¹, Insun Lee¹, Seongwon Oh², Insik Choi¹ (1Hannam University South Korea, 2Mokpo National Maritime University, Korea)
•	A Study on the Extraction of Deep Information within Calligraphy YouTube Content Using Generative AI and Its Impact on View Counts Yongsik Nam¹, Youngsik Kwak2, Haichao Xu2, Yoonsik Kwak3, Seungbae Park4, Duhee Lee5 (¹Cheil Pentai, China, ²Gyeongsang National University, 3Korea National University of Transportation, 4Seoil University, 5Wonkwang University, Korea)
•	A Study on the Operation of Joint Degree Programs for Strengthening Global Collaboration Seungkwon Hong, Sanghoon Jang, Sangmin Lee, Jinhyeok Hong, Jiyoung Jeong, Jongwon Kim, Yoonsik Kwak (Korean National University of Transportation, Korea)
•	Analysis of Experiential Global Entrepreneurship Education Projects: Empirical Case Studies Junho Kim¹, Yoonsik Kwak², Hyunsu Kim3, Youngsik Kwak3, Jongwon Kim2, Kangil Han4 (¹Los Alamos National Laboratory, NM, USA, ²Korean National University of Transportation, Korea, 3Gyeongsang National National University, Korea, 4University of International Business and Economics, Beijin, China)
•	Supervised Restoration Model for Smoke Removal in Fire Situations: Analysis and Discussion Daehwan Bae¹, Jongwook Si² (¹Royal University of Phnom Penh, Cambodia, ²Kumoh National Institute of Technology, Korea)
12:00~13:30	Break Time
13:30~16:00	Seminar for Study Abroad to Korea	room 808 (8th floor)
16:00~17:00	Technical Meeting	room 808 (8th floor)

DAY 4, February 07, 2026 (Saturday)

10:00~12:00	Lab. Tour in Binus University
12:00~13:30	Break Time
13:30~14:30	Korea-Indonesia Research Collaboration Meeting and Discussion	room 808 (8th floor)
14:30~15:00	Closing Committee Meeting	room 808 (8th floor)