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ESCFM-YOLO: Lightweight Dual-Stream Architecture for Real-Time Small-Scale Fire Smoke Detection on Edge Devices

Park, Jong-Chan; Kim, Myeongjun; Choi, Sang-Min; Kim, Gun-Woo

ArticleIssue Date2026CitationApplied Sciences-basel, v.16, no.2PublisherMDPI
SCIESCOPUS
Improving Rebar Twist Prediction Exploiting Unified-Channel Attention-Based Image Restoration and Regression Techniquesopen access

Park, Jong-Chan; Kim, Gun-Woo

ArticleIssue Date2024CitationSensors, v.24, no.14PublisherMultidisciplinary Digital Publishing Institute (MDPI)
SCOPUSESCI
LiDAR Dreamer: Efficient World Model for Autonomous Racing with Cartesian-Polar Encoding and Lightweight State-Space Cellsopen access

Kim, Myeongjun; Park, Jong-Chan; Choi, Sang-Min; Kim, Gun-Woo

ArticleIssue Date2025CitationInformation (Switzerland), v.16, no.10PublisherMultidisciplinary Digital Publishing Institute (MDPI)
SCOPUS
MSA-YOLOv5: An Improved Light-Weight YOLOv5 Model for Small Object Detection

Park, Jong-Chan; Kim, Myeongjun; Kim, Gun-Woo

ArticleIssue Date2025CitationInternational Conference on ICT Convergence, pp 658 - 663PublisherIEEE Computer Society
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