Zero-reference illumination estimation model for image enhancement in underground mines

Key Points

• Enhanced illumination estimation significantly improves image quality in underground mine settings, aiding visibility.
• A primary metric showed over 30% improvement in clarity, using the zero-reference model for image enhancement.
• Analysis using a novel model demonstrated effectiveness in various underground lighting conditions, ensuring robust performance.
• Potential for practical applications in improving safety measures; further validation in diverse mining environments needed.