High-order Spatial-Frequency Interaction and Detail Compensation Network for infrared and visible image fusion

Key Points

• Enhanced image fusion quality is achieved using a novel detail compensation network and spatial-frequency interactions.
• The method improved image clarity and depth perception in infrared and visible images, leading to a noticeable enhancement.
• Assessment using a combination of infrared and visible images revealed substantial improvements in visual outcomes.
• This work highlights the potential for more advanced visualization techniques in real-world applications, like surveillance or medical imaging.