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A novel deep learning model for spectral analysis: Lightweight ResNet-CNN with adaptive feature compression for oil spill type identification

Shubo Zhang, Yafei Yuan, Zhanhu Wang, Shenjin Wei, Xintong Zhang, Tengfei Zhang, Xiaoxiao Song, Yiyun Zou, Junhua Wang, Fei Chen, Jing Li

2024Spectrochimica Acta Part A Molecular and Biomolecular Spectroscopy12 citationsDOI

Topics & Concepts

ChemistryIdentification (biology)Feature (linguistics)Pattern recognition (psychology)Artificial intelligenceComputer scienceBotanyPhilosophyBiologyLinguisticsOil Spill Detection and MitigationAdvanced Chemical Sensor TechnologiesSpectroscopy and Chemometric Analyses
A novel deep learning model for spectral analysis: Lightweight ResNet-CNN with adaptive feature compression for oil spill type identification | Litcius