Dynamic inheritance-enhanced TomoSAR imaging with dual-task deep learning for urban applications

Key Points

• Dynamic inheritance enhances TomoSAR imaging, improving data interpretation in urban settings.
• Deep learning techniques, specifically dual-task learning, achieve 15% higher accuracy in mapping urban features.
• Assessment of urban data through advanced imaging methods provides unique insights into city landscapes.
• This approach supports improved urban planning and infrastructure management, but needs broader validation across diverse environments.