Simultaneous localization and mapping (SLAM) consists in the concurrent construction of a model of the environment (the map), and the estimation of the state of the robot moving …
In recent years visual place recognition (VPR), ie, the problem of recognizing the location of images, has received considerable attention from multiple research communities, spanning …
N Merrill, G Huang - arXiv preprint arXiv:1805.07703, 2018 - arxiv.org
Robust efficient loop closure detection is essential for large-scale real-time SLAM. In this paper, we propose a novel unsupervised deep neural network architecture of a feature …
The concept of geo-localization refers to the process of determining where on earth someentity'is located, typically using Global Positioning System (GPS) coordinates. The …
DK Kim, MR Walter - 2017 IEEE international conference on …, 2017 - ieeexplore.ieee.org
We propose a vision-based method that localizes a ground vehicle using publicly available satellite imagery as the only prior knowledge of the environment. Our approach takes as …
In recent years there has been significant improvement in the capability of Visual Place Recognition (VPR) methods, building on the success of both hand-crafted and learnt visual …
D Schlegel, G Grisetti - IEEE Robotics and Automation Letters, 2018 - ieeexplore.ieee.org
Reliable and efficient visual place recognition is a major building block of modern SLAM systems. Leveraging on our prior work, in this letter, we present a Hamming distance …
Visual place recognition is a fundamental capability for the localization of mobile robots. It places image retrieval in the practical context of physical agents operating in a physical …