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Sponsored Artificial Intelligence: A Modern Approach, Global Edition Artificial Intelligence: A Modern Approach, Global Edition

Author

Yung-Jhe Yan

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Oct 2026

Multi-spectral semantic segmentation and localization framework for ecosystem monitoring using Visible–SWIR satellite imagery

This study proposes a Visible–SWIR multispectral semantic segmentation and geospatial localization framework for ecosystem monitoring. The method fuses Visible, SWIR1, SWIR2, NDVI, NBR, NBR2, NDMI, and brightness temperature features to enhance the identification of vegetation, moisture, burned surfaces, and thermal an...

Yi-Chen Yen, Yung-Jhe Yan, Cheng-Chuan Hsu et al. · 0 citations
#edge computing Oct 2026

Real-time infrared image edge enhancement and AI-enabled recognition using FPGA-based edge computing architecture

Infrared images frequently exhibit low contrast, weak target boundaries, nonuniform detector responses, and scene-dependent thermal interference, making reliable edge extraction difficult when a fixed detector and thresholding rule are used. This study presents an AI-guided infrared edge-enhancement framework with a re...

Chi-Han Lin, Yung-Jhe Yan, Yi-Ting Huang et al. · 0 citations

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