Deep Learning for Event-based Vision: A Comprehensive Survey and Benchmarks

This paper provides a comprehensive survey of deep learning techniques for event-based vision, covering event representations, quality enhancement, image/video reconstruction and restoration, and scene understanding and 3D vision. It also conducts benchmark experiments and discusses challenges and future research directions in this field.