most citedDesign of an basis-projected layer for sparse datasets in deep learning training using gc-ms spectra as a case study

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cs.CV2025

Deep Global Clustering for Hyperspectral Image Segmentation: Concepts, Applications, and Open Challenges

Yu-Tang Chang, Pin-Wei Chen, Shih-Fang Chen

Hyperspectral imaging (HSI) analysis faces computational bottlenecks due to massive data volumes that exceed available memory. While foundation models pre-trained on large remote s…