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A review of visual SLAM methods for autonomous driving vehicles
Autonomous driving vehicles require both a precise localization and map** solution in
different driving environment. In this context, Simultaneous Localization and Map** …
different driving environment. In this context, Simultaneous Localization and Map** …
Visual SLAM algorithms: A survey from 2010 to 2016
SLAM is an abbreviation for simultaneous localization and map**, which is a technique for
estimating sensor motion and reconstructing structure in an unknown environment …
estimating sensor motion and reconstructing structure in an unknown environment …
Splatam: Splat track & map 3d gaussians for dense rgb-d slam
Dense simultaneous localization and map** (SLAM) is crucial for robotics and augmented
reality applications. However current methods are often hampered by the non-volumetric or …
reality applications. However current methods are often hampered by the non-volumetric or …
Gaussian-slam: Photo-realistic dense slam with gaussian splatting
Learning depth from monocular videos using direct methods
The ability to predict depth from a single image-using recent advances in CNNs-is of
increasing interest to the vision community. Unsupervised strategies to learning are …
increasing interest to the vision community. Unsupervised strategies to learning are …
Colored point cloud registration revisited
We present an algorithm for tightly aligning two colored point clouds. The key idea is to
optimize a joint photometric and geometric objective that locks the alignment along both the …
optimize a joint photometric and geometric objective that locks the alignment along both the …
Endo-depth-and-motion: Reconstruction and tracking in endoscopic videos using depth networks and photometric constraints
Estimating a scene reconstruction and the camera motion from in-body videos is challenging
due to several factors, eg the deformation of in-body cavities or the lack of texture. In this …
due to several factors, eg the deformation of in-body cavities or the lack of texture. In this …
Ba-net: Dense bundle adjustment network
This paper introduces a network architecture to solve the structure-from-motion (SfM)
problem via feature-metric bundle adjustment (BA), which explicitly enforces multi-view …
problem via feature-metric bundle adjustment (BA), which explicitly enforces multi-view …
Review of visual odometry: types, approaches, challenges, and applications
Accurate localization of a vehicle is a fundamental challenge and one of the most important
tasks of mobile robots. For autonomous navigation, motion tracking, and obstacle detection …
tasks of mobile robots. For autonomous navigation, motion tracking, and obstacle detection …
A benchmark for RGB-D visual odometry, 3D reconstruction and SLAM
We introduce the Imperial College London and National University of Ireland Maynooth (ICL-
NUIM) dataset for the evaluation of visual odometry, 3D reconstruction and SLAM algorithms …
NUIM) dataset for the evaluation of visual odometry, 3D reconstruction and SLAM algorithms …