CDINet: A cascaded dual-domain interaction network for vapor degraded thermal infrared image restoration

Key Points

• Enhanced restoration of thermal infrared images is achieved with CDINet's advanced methodology, tackling vapor degradation effectively.
• The framework demonstrates notable performance with a significant reduction in restoration error, indicating its efficiency in practical applications.
• Cascaded dual-domain interaction networks are employed for processing, showcasing improved techniques for addressing image quality degradation.
• The approach highlights the need for advanced image analysis tools in contexts like surveillance and environmental monitoring.