Enhanced Hyperspectral Image Classification Through Pretrained CNN Model for Robust Spatial Feature Extraction

IF 2 4区 物理与天体物理 Q3 OPTICS Journal of Optics Pub Date : 2023-11-18 DOI:10.1007/s12596-023-01473-7
Ram Nivas Giri, R. Janghel, S. Pandey, Himanshu Govil, Anurag Sinha
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通过预训练 CNN 模型进行鲁棒空间特征提取,增强高光谱图像分类能力
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来源期刊
CiteScore
4.50
自引率
4.80%
发文量
237
审稿时长
1.9 months
期刊介绍: Journal of Optics publishes new experimental and theoretical research across all areas of pure and applied optics, both modern and classical. Research areas are categorised as: Nanophotonics and plasmonics Metamaterials and structured photonic materials Quantum photonics Biophotonics Light-matter interactions Nonlinear and ultrafast optics Propagation, diffraction and scattering Optical communication Integrated optics Photovoltaics and energy harvesting We discourage incremental advances, purely numerical simulations without any validation, or research without a strong optics advance, e.g. computer algorithms applied to optical and imaging processes, equipment designs or material fabrication.
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