AIDENet: Adaptive illumination decomposition enhancement network for robust low-light image restoration

Key Points

• Image restoration significantly improves under low-light conditions, showcasing the system's robustness against noise.
• The key metric indicates enhanced perceptual quality in restored images, particularly benefiting real-world low-light scenarios.
• Assessment using an adaptive illumination decomposition enhancement network tackles challenges in low-light imaging effectively.
• This work highlights the need for advanced techniques in low-light environments to boost visual clarity and usability.