RESEARCHarXiv CS.LG·1d ago
Multi-Scale Feature Attention Network for Polymer Classification using THz Dual-Comb Spectroscopy
This research proposes the Multi-Scale Feature Attention Network (MSFAN), a novel deep learning architecture for classifying 12 types of polymers using Terahertz Dual-Comb Spectroscopy (THz-DCS). This framework addresses the challenges of reliable polymer identification for recycled plastics by integrating feature gating and multi-scale parallel convolutions.
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