Review
Open access
Aug 2026
Review of Visual SLAM: From Geometry to Learning with Challenges and Future Directions
The evolution of front-end architecture of visual SLAM from pure geometric methods to learned features, deep optical flow, semantic segmentation, object-level SLAM and differentiable rendering and the advancement in backend from filtering techniques to optimization methods are provided.
M. Kamble, D. Watvisave, Omkar Watvisave et al.
· International Journal of Mec... · 0 citations