arxivcs.CVcs.RO2026-07-07
Why does Deep Learning Improve Visual SLAM?
Giovanni Cioffi, Davide Scaramuzza
Visual SLAM is a well-established technology utilized in a wide range of real-world applications. However, its performance still degrades under challenging visual conditions, such as low texture, severe motion blur, and poor illumination. Systems based on deep learning outperform…