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Sponsored Design Multi-Agent AI Systems Using MCP and A2A: Engineer your own Pyt Design Multi-Agent AI Systems Using MCP and A2A: Engineer your own Pyt

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Doo-Hyun Choi

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Open access Aug 2026

Stabilizing YOLOv8-Based Video Fire Detection Using Diff ROI Preprocessing and Tracking-Hysteresis Postprocessing

This paper proposes a video-based fire-detection method that adds fire-detection capability to existing conventional CCTV systems without additional hardware, mitigating the temporal instability of single-frame YOLOv8s detection by combining difference-based region-of-interest preprocessing, spatial filtering, and trac...

Junseok Lee, Doo-Hyun Choi · 0 citations

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