Visual place recognition: A tutorial
Localization is an essential capability for mobile robots. A rapidly growing field of research in
this area is Visual Place Recognition (VPR), which is the ability to recognize previously seen …
this area is Visual Place Recognition (VPR), which is the ability to recognize previously seen …
R2former: Unified retrieval and reranking transformer for place recognition
Abstract Visual Place Recognition (VPR) estimates the location of query images by matching
them with images in a reference database. Conventional methods generally adopt …
them with images in a reference database. Conventional methods generally adopt …
Rethinking visual geo-localization for large-scale applications
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 …
taken by comparing it with a large database of images of known locations. To investigate …
Mixvpr: Feature mixing for visual place recognition
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 …
driving as well as other computer vision tasks. It refers to the process of identifying a place …
Overlaptransformer: An efficient and yaw-angle-invariant transformer network for lidar-based place recognition
J Ma, J Zhang, J Xu, R Ai, W Gu… - IEEE Robotics and …, 2022 - ieeexplore.ieee.org
Place recognition is an important capability for autonomously navigating vehicles operating
in complex environments and under changing conditions. It is a key component for tasks …
in complex environments and under changing conditions. It is a key component for tasks …
Transvpr: Transformer-based place recognition with multi-level attention aggregation
Visual place recognition is a challenging task for applications such as autonomous driving
navigation and mobile robot localization. Distracting elements presenting in complex scenes …
navigation and mobile robot localization. Distracting elements presenting in complex scenes …
Eigenplaces: Training viewpoint robust models for visual place recognition
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 …
query) based solely on its visual features. This is typically done through image retrieval …
Viewrefer: Grasp the multi-view knowledge for 3d visual grounding
Understanding 3D scenes from multi-view inputs has been proven to alleviate the view
discrepancy issue in 3D visual grounding. However, existing methods normally neglect the …
discrepancy issue in 3D visual grounding. However, existing methods normally neglect the …
Winner: Weakly-supervised hierarchical decomposition and alignment for spatio-temporal video grounding
Spatio-temporal video grounding aims to localize the aligned visual tube corresponding to a
language query. Existing techniques achieve such alignment by exploiting dense boundary …
language query. Existing techniques achieve such alignment by exploiting dense boundary …
Gsv-cities: Toward appropriate supervised visual place recognition
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 …
recognition, which consists of determining the location depicted in a query image by …