CUINR: combining unmixing with implicit neural representation for enhanced hyperspectral image compression

Key Points

• Enhanced image compression achieved with a novel algorithm, optimizing storage and transmission efficiency.
• Compression ratios improved significantly, facilitating better utilization of hyperspectral imaging technology.
• Analysis incorporates deep learning techniques for better unmixing and representation of spectral data.
• These techniques may indicate a new direction for efficient data handling in high-dimensional hyperspectral imaging.