CVPR 2024 论文列表

Conference on Computer Vision and Pattern Recognition

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Multi-Session SLAM with Differentiable Wide-Baseline Pose Optimization

Lahav Lipson, Jia Deng

展开摘要

We introduce a new system for Multi-Session SLAM which tracks camera motion across multiple disjoint videos under a single global reference. Our approach couples the prediction of optical flow with solver layers to estimate camera pose. The backbone is trained end-to-end using a novel differentiable solver for wide-baseline two-view pose. The full system can connect disjoint sequences perform visual odometry and global optimization. Compared to existing approaches our design is accurate and robust to catastrophic failures.

Poster