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Kimera: an open-source library for real-time metric-semantic localization and map**
We provide an open-source C++ library for real-time metric-semantic visual-inertial
Simultaneous Localization And Map** (SLAM). The library goes beyond existing visual …
Simultaneous Localization And Map** (SLAM). The library goes beyond existing visual …
Kimera: From SLAM to spatial perception with 3D dynamic scene graphs
A Rosinol, A Violette, M Abate… - … Journal of Robotics …, 2021 - journals.sagepub.com
Humans are able to form a complex mental model of the environment they move in. This
mental model captures geometric and semantic aspects of the scene, describes the …
mental model captures geometric and semantic aspects of the scene, describes the …
Long-term visual localization revisited
Visual localization enables autonomous vehicles to navigate in their surroundings and
augmented reality applications to link virtual to real worlds. Practical visual localization …
augmented reality applications to link virtual to real worlds. Practical visual localization …
MicMac–a free, open-source solution for photogrammetry
The publication familiarizes the reader with MicMac-a free, open-source photogrammetric
software for 3D reconstruction. A brief history of the tool, its organisation and unique features …
software for 3D reconstruction. A brief history of the tool, its organisation and unique features …
Robust global translations with 1dsfm
We present a simple, effective method for solving structure from motion problems by
averaging epipolar geometries. Based on recent successes in solving for global camera …
averaging epipolar geometries. Based on recent successes in solving for global camera …
Global fusion of relative motions for robust, accurate and scalable structure from motion
Multi-view structure from motion (SfM) estimates the position and orientation of pictures in a
common 3D coordinate frame. When views are treated incrementally, this external …
common 3D coordinate frame. When views are treated incrementally, this external …
Initialization techniques for 3D SLAM: A survey on rotation estimation and its use in pose graph optimization
Pose graph optimization is the non-convex optimization problem underlying pose-based
Simultaneous Localization and Map** (SLAM). If robot orientations were known, pose …
Simultaneous Localization and Map** (SLAM). If robot orientations were known, pose …
City-scale localization for cameras with known vertical direction
We consider the problem of localizing a novel image in a large 3D model, given that the
gravitational vector is known. In principle, this is just an instance of camera pose estimation …
gravitational vector is known. In principle, this is just an instance of camera pose estimation …
Global motion estimation from point matches
Multiview structure recovery from a collection of images requires the recovery of the
positions and orientations of the cameras relative to a global coordinate system. Our …
positions and orientations of the cameras relative to a global coordinate system. Our …
Long-term visual localization using semantically segmented images
Robust cross-seasonal localization is one of the major challenges in long-term visual
navigation of autonomous vehicles. In this paper, we exploit recent advances in semantic …
navigation of autonomous vehicles. In this paper, we exploit recent advances in semantic …