R2former: Unified retrieval and reranking transformer for place recognition

S Zhu, L Yang, C Chen, M Shah… - Proceedings of the …, 2023 - openaccess.thecvf.com
Abstract Visual Place Recognition (VPR) estimates the location of query images by matching
them with images in a reference database. Conventional methods generally adopt …

Rethinking visual geo-localization for large-scale applications

G Berton, C Masone, B Caputo - Proceedings of the IEEE …, 2022 - openaccess.thecvf.com
Visual Geo-localization (VG) is the task of estimating the position where a given photo was
taken by comparing it with a large database of images of known locations. To investigate …

AnyLoc: Towards Universal Visual Place Recognition

N Keetha, A Mishra, J Karhade… - IEEE Robotics and …, 2023 - ieeexplore.ieee.org
Visual Place Recognition (VPR) is vital for robot localization. To date, the most performant
VPR approaches are environment-and task-specific: while they exhibit strong performance …

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 …

Eigenplaces: Training viewpoint robust models for visual place recognition

G Berton, G Trivigno, B Caputo… - Proceedings of the …, 2023 - openaccess.thecvf.com
Abstract Visual Place Recognition is a task that aims to predict the place of an image (called
query) based solely on its visual features. This is typically done through image retrieval …

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 …

Divide&classify: Fine-grained classification for city-wide visual geo-localization

G Trivigno, G Berton, J Aragon… - Proceedings of the …, 2023 - openaccess.thecvf.com
Visual Place recognition is commonly addressed as an image retrieval problem. However,
retrieval methods are impractical to scale to large datasets, densely sampled from city-wide …

Are local features all you need for cross-domain visual place recognition?

G Barbarani, M Mostafa, H Bayramov… - Proceedings of the …, 2023 - openaccess.thecvf.com
Abstract Visual Place Recognition is a task that aims to predict the coordinates of an image
(called query) based solely on visual clues. Most commonly, a retrieval approach is adopted …

Viewpoint invariant dense matching for visual geolocalization

G Berton, C Masone, V Paolicelli… - Proceedings of the …, 2021 - openaccess.thecvf.com
In this paper we propose a novel method for image matching based on dense local features
and tailored for visual geolocalization. Dense local features matching is robust against …

CricaVPR: Cross-image Correlation-aware Representation Learning for Visual Place Recognition

F Lu, X Lan, L Zhang, D Jiang… - Proceedings of the …, 2024 - openaccess.thecvf.com
Over the past decade most methods in visual place recognition (VPR) have used neural
networks to produce feature representations. These networks typically produce a global …