Panoramic Scene Analysis: A Survey from Distortion-Aware Engineering to Sphere-Native Foundation Modeling

Researchers have released a comprehensive survey on panoramic scene analysis, evaluating methods for processing 360-degree imagery that overcomes inherent geometric distortion. The study outlines the evolution from traditional projection-based techniques to sphere-native foundation models, providing a technical framework for improving how AI interprets complete visual environments.