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2026

PHM-Net: A Domain-Prior-Guided High-Precision Measurement Network for Color Quantum Dot Optical Encoders

As core positioning components in high-end precision equipment, optical encoders have been widely employed in high-end precision instruments and equipment. As an emerging measurement device, the quantum dot (QD) optical encoder can overcome the measurement precision limitations inherent in traditional black-and-white o...

Peng-Yu Sun, Wen-Bin Wei, Xuzhe Ming et al. · 0 citations
Review Open access Sep 2026

From pixels to conservation: Deep learning for automated monitoring of rare and endangered wildlife

This review systematically analyzes 159 wildlife monitoring studies (2014-2026) across four technical domains, identifying critical research gaps and emerging opportunities in foundation model adaptation, multimodal learning, spatiotemporal modeling, and edge deployment.

Dong-Hua Xuan, Yu-Chen Cai, Min-Xi Xu et al. · 0 citations

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