Patch-netvlad: Multi-scale fusion of locally-global descriptors for place recognition

S Hausler, S Garg, M Xu, M Milford… - Proceedings of the …, 2021 - openaccess.thecvf.com
Abstract Visual Place Recognition is a challenging task for robotics and autonomous
systems, which must deal with the twin problems of appearance and viewpoint change in an …

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 …

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 …

The revisiting problem in simultaneous localization and map**: A survey on visual loop closure detection

KA Tsintotas, L Bampis… - IEEE Transactions on …, 2022 - ieeexplore.ieee.org
Where am I? This is one of the most critical questions that any intelligent system should
answer to decide whether it navigates to a previously visited area. This problem has long …

Transvpr: Transformer-based place recognition with multi-level attention aggregation

R Wang, Y Shen, W Zuo, S Zhou… - Proceedings of the …, 2022 - openaccess.thecvf.com
Visual place recognition is a challenging task for applications such as autonomous driving
navigation and mobile robot localization. Distracting elements presenting in complex scenes …

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 …

Mulran: Multimodal range dataset for urban place recognition

G Kim, YS Park, Y Cho, J Jeong… - 2020 IEEE international …, 2020 - ieeexplore.ieee.org
This paper introduces a multimodal range dataset namely for radio detection and ranging
(radar) and light detection and ranging (LiDAR) specifically targeting the urban environment …

Optimal transport aggregation for visual place recognition

S Izquierdo, J Civera - … of the IEEE/CVF Conference on …, 2024 - openaccess.thecvf.com
Abstract The task of Visual Place Recognition (VPR) aims to match a query image against
references from an extensive database of images from different places relying solely on …