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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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Chuang-Jan Chang

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Conference Open access Aug 2026

Improving Object Detection on Fisheye Images via Panoramic Reprojection Using a Non-Parametric Projection Model (NPPM) and YOLO

The result shows that even with very limited training data, doing the detection in the NPPM-calibrated panoramic domain is enough to deliver a clear and useful improvement, which is particularly relevant for surveillance, traffic monitoring, and aerial patrol applications.

Muhammad Farchan Al Rahman, Chiung-An Chen, Chuang-Jan Chang · 0 citations

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