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The Journal of Korean Institute of Information Technology - Vol. 22, No. 12

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1. p. 1 Performance Improvement of Semantic-Segmentation based on U-Net3+ Model using YOLO v5

Guk-Han Jo, Young-Joon Song
DOI: https://doi.org/10.14801/jkiit.2024.22.12.1

2. p. 9 Deep Learning Model for Solar Power Generation Prediction using Feature Extension

Ju-Hoon Hwang, Chang-Bok Kim
DOI: https://doi.org/10.14801/jkiit.2024.22.12.9

3. p. 19 Plane Detection and Projection-based Filter for Enhanced Moving Object Segmentation in 3D LiDAR Environments

Minjae Lee, Jiho Bae, Sang-Min Choi, Suwon Lee
DOI: https://doi.org/10.14801/jkiit.2024.22.12.19

4. p. 29 Facial Parsing Techniques with Knowledge Distillation based on Logit Distribution Transformation

Jiho Bae, Suwon Lee
DOI: https://doi.org/10.14801/jkiit.2024.22.12.29

5. p. 39 Semi-Supervised Learning YOLO Framework based on Few-shot Learning and Grounding DINO for Blind Pedestrian Safety

Somi Jeong, Yeung-Hak Lee, Eunmi Jung
DOI: https://doi.org/10.14801/jkiit.2024.22.12.39

6. p. 47 Deep Learning-based Monitoring and Tracking System for Category 1 Livestock Infectious Diseases

Taehyun Park, Hakjong Shin, Jaeyoung Jung
DOI: https://doi.org/10.14801/jkiit.2024.22.12.47

7. p. 55 Development of an AI-based Video Analytics System for Urban Crowd Density Safety

ShiHyun Ahn, YunHa Park, Byungin Moon Moon
DOI: https://doi.org/10.14801/jkiit.2024.22.12.55

8. p. 65 Performance Analysis of AI-based Combat Decision Support System using Multi-Agent Reinforcement Learning and Bayesian Decision-Making

Minseok Han, Wonseok Jang, Youngdoo Choi, Soonkook Hong
DOI: https://doi.org/10.14801/jkiit.2024.22.12.65

9. p. 75 Micro-Controller and Intelligent Theory based Fault Diagnosis of Induction Motors

Jong Hyun Lee, Min Young Ryu, Chang Wook Oh, In-Soo Lee
DOI: https://doi.org/10.14801/jkiit.2024.22.12.75

10. p. 85 Design of Wide Transmit-Beam using Phase Tapering of Outer Aperture Element of Active Array Radar

Young-Kyu Park, Jin-Mo Yang, Jun-Ho Choi, Il-Tak Han, Tae-Wan Kim, Yong-Hee Han, Min-Wook Kim
DOI: https://doi.org/10.14801/jkiit.2024.22.12.85

11. p. 95 A Study on Performance of Amplitude-Weighted QPSK Considering ISI and ACI Effects

Ik Soo Jin
DOI: https://doi.org/10.14801/jkiit.2024.22.12.95

12. p. 103 Design of a Broadband Choke Ring Feed for Prime Focus Reflectors

Han-So Lee, Ki-Hong Kim, Jae-Yong Min, Sang-Ki Kim, Jae-Wook Oh, Ji-Hwan Kim, Biering-Chearl Ahn
DOI: https://doi.org/10.14801/jkiit.2024.22.12.103

13. p. 111 Automatic Calibration Method of Active Phased Array Antenna using Far-Field Measurement In Near-Field Chamber

Sang-Hyuk Park, Kun-Woo Kim
DOI: https://doi.org/10.14801/jkiit.2024.22.12.111

14. p. 119 A Study on Bits-to-Symbol Mapping and Channel Capacity of Circular Square Quadrature Amplitude Modulation

Minuk Seong, Sung-Joon Park
DOI: https://doi.org/10.14801/jkiit.2024.22.12.119

15. p. 127 Research on a Lightweight Deep Learning Model Suitable for Face Recognition for Mobile Devices

Sang-Hun Lee, Il-Yong Chun, Yeung-Hak Lee, Sang-Hee Park
DOI: https://doi.org/10.14801/jkiit.2024.22.12.127

16. p. 133 Development of Zigbee-based Data Integration Control System for IoT Conversion of Wired Sensor System

Minyoung Kim, Yujung Han, Min Choe, Junho Ryu
DOI: https://doi.org/10.14801/jkiit.2024.22.12.133

17. p. 145 Development and Validation a Massage Bed with Customizable Pressure Adjustment

Jae-Hun Kim, Hea-Yong Kim, Ho-Gyeong Chang, Sung-Phil Heo
DOI: https://doi.org/10.14801/jkiit.2024.22.12.145

18. p. 155 Implementation of a Real-Time Model for Concrete Crack Detection using PIDNet

Young-Kyu Kim, Daeyoung Choi, Jae-ho Chung, Dae-Nyeon Kim
DOI: https://doi.org/10.14801/jkiit.2024.22.12.155

19. p. 165 Physical Characteristics-based Degradation Feature Extraction for System-Level Prognostics

Dawn An, Seung-Hwan Choi, Suwoong Lee, Jun-Kyu Park
DOI: https://doi.org/10.14801/jkiit.2024.22.12.165

20. p. 175 MQTT-based IDS Evasion Method using GPT

Sowon Lee, Byeongchan Kim, Sunoh Choi
DOI: https://doi.org/10.14801/jkiit.2024.22.12.175

21. p. 183 Development of AR-based Remote Pier Construction Monitoring System

Sanggyu Lee
DOI: https://doi.org/10.14801/jkiit.2024.22.12.183

22. p. 191 A Proposal for Elementary Education Methods based on Color Phenomena for Understanding the Principles of Quantum Communication

Jinsu Kim, Yujin Jung, Namje Park
DOI: https://doi.org/10.14801/jkiit.2024.22.12.191

23. p. 201 Design and Evaluation of a Regional Specialty Information Application using Web Crawling

Jiwon Kim, Seuli Gu, Hyejin Kim, Changgu Kang
DOI: https://doi.org/10.14801/jkiit.2024.22.12.201

24. p. 209 Research on HMI Development Guidelines for Mobile-based Autonomous Driving Riders Through Usability Evaluation

Hyuksoo Lee, So-Jeong Jeong, Yeon-Joo Lee, Young-Yun Kim
DOI: https://doi.org/10.14801/jkiit.2024.22.12.209

25. p. 219 Design of an Integrated Data Architecture for Safe Operation of AC/DC Hybrid Distribution Network using Cyber Physical System

Jong-hyeok Park, Yeong-Su Park
DOI: https://doi.org/10.14801/jkiit.2024.22.12.219

26. p. 227 A Complexity-Enhanced Self-Reconfiguring Random Number Generator using Big/Little Endian Concept

Sangook Moon
DOI: https://doi.org/10.14801/jkiit.2024.22.12.227

27. p. 235 Improving Construction Cost Management System based on Work Breakdown Structure for Digital Construction Environment

Seong-Jin Kim, Hyun Ok
DOI: https://doi.org/10.14801/jkiit.2024.22.12.235

28. p. 245 A Study on Policies for Establishment of Fire Response Platform in Construction Site using AI Video Analysis Technology

Kap-Yong Choi
DOI: https://doi.org/10.14801/jkiit.2024.22.12.245

29. p. 257 Anomaly Detection in Vehicles using Predictive Models based on CAN Data

Yongjoon Lee, Seongkwang Kim, Sunoh Choi
DOI: https://doi.org/10.14801/jkiit.2024.22.12.257

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