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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. · 0 citations

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