Mixvpr: Feature mixing for visual place recognition

A Ali-Bey, B Chaib-Draa… - Proceedings of the IEEE …, 2023 - openaccess.thecvf.com
Abstract Visual Place Recognition (VPR) is a crucial part of mobile robotics and autonomous
driving as well as other computer vision tasks. It refers to the process of identifying a place …

Visual place recognition: A survey from deep learning perspective

X Zhang, L Wang, Y Su - Pattern Recognition, 2021 - Elsevier
Visual place recognition has attracted widespread research interest in multiple fields such
as computer vision and robotics. Recently, researchers have employed advanced deep …

A survey on deep visual place recognition

C Masone, B Caputo - IEEE Access, 2021 - ieeexplore.ieee.org
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 …

Semantics for robotic mapping, perception and interaction: A survey

S Garg, N Sünderhauf, F Dayoub… - … and Trends® in …, 2020 - nowpublishers.com
For robots to navigate and interact more richly with the world around them, they will likely
require a deeper understanding of the world in which they operate. In robotics and related …

Gsv-cities: Toward appropriate supervised visual place recognition

A Ali-bey, B Chaib-draa, P Giguere - Neurocomputing, 2022 - Elsevier
This paper aims to investigate representation learning for large scale visual place
recognition, which consists of determining the location depicted in a query image by …

Pigeon: Predicting image geolocations

L Haas, M Skreta, S Alberti… - Proceedings of the IEEE …, 2024 - openaccess.thecvf.com
Planet-scale image geolocalization remains a challenging problem due to the diversity of
images originating from anywhere in the world. Although approaches based on vision …

Deep visual geo-localization benchmark

G Berton, R Mereu, G Trivigno… - Proceedings of the …, 2022 - openaccess.thecvf.com
In this paper, we propose a new open-source benchmarking framework for Visual Geo-
localization (VG) that allows to build, train, and test a wide range of commonly used …

[HTML][HTML] Reference pose generation for long-term visual localization via learned features and view synthesis

Z Zhang, T Sattler, D Scaramuzza - International Journal of Computer …, 2021 - Springer
Visual Localization is one of the key enabling technologies for autonomous driving and
augmented reality. High quality datasets with accurate 6 Degree-of-Freedom (DoF) …

Semantic–geometric visual place recognition: a new perspective for reconciling opposing views

S Garg, N Suenderhauf… - The International Journal …, 2022 - journals.sagepub.com
Human drivers are capable of recognizing places from a previous journey even when
viewing them from the opposite direction during the return trip under radically different …

OpenStreetView-5M: The Many Roads to Global Visual Geolocation

G Astruc, N Dufour, I Siglidis… - Proceedings of the …, 2024 - openaccess.thecvf.com
Determining the location of an image anywhere on Earth is a complex visual task which
makes it particularly relevant for evaluating computer vision algorithms. Determining the …