Camera, LiDAR and multi-modal SLAM systems for autonomous ground vehicles: a survey

M Chghaf, S Rodriguez, AE Ouardi - Journal of Intelligent & Robotic …, 2022 - Springer
Abstract Simultaneous Localization and Mapping (SLAM) have been widely studied over the
last years for autonomous vehicles. SLAM achieves its purpose by constructing a map of the …

Grounding 3d object affordance from 2d interactions in images

Y Yang, W Zhai, H Luo, Y Cao… - Proceedings of the …, 2023 - openaccess.thecvf.com
Grounding 3D object affordance seeks to locate objects'" action possibilities" regions in the
3D space, which serves as a link between perception and operation for embodied agents …

C2L-PR: Cross-modal camera-to-LiDAR place recognition via modality alignment and orientation voting

H Xu, H Liu, S Huang, Y Sun - IEEE Transactions on Intelligent …, 2024 - ieeexplore.ieee.org
Place recognition is a fundamental technology for vehicle localization. LiDAR-based
methods could work under visual appearance-changing conditions, such as season or …

Cross-view object geo-localization in a local region with satellite imagery

Y Sun, Y Ye, J Kang… - … on Geoscience and …, 2023 - ieeexplore.ieee.org
Cross-view geo-localization is a critical task in various applications, such as smart city
management and disaster monitoring. Current methods typically divide a satellite image into …

Global assists local: Effective aerial representations for field of view constrained image geo-localization

R Rodrigues, M Tani - Proceedings of the IEEE/CVF Winter …, 2022 - openaccess.thecvf.com
When we humans recognize places from images, we not only infer about the objects that are
available but even think about landmarks that might be surrounding it. Current place …

Unified and Real-Time Image Geo-Localization via Fine-Grained Overlap Estimation

Z Song, X Kang, X Wei, S Li… - IEEE Transactions on …, 2024 - ieeexplore.ieee.org
Image geo-localization aims to locate a query image from source platform (eg, drones, street
vehicle) by matching it with Geo-tagged reference images from the target platforms (eg …

Cross-view visual geo-localization for outdoor augmented reality

NC Mithun, KS Minhas, HP Chiu… - … Virtual Reality and …, 2023 - ieeexplore.ieee.org
Precise estimation of global orientation and location is critical to ensure a compelling
outdoor Augmented Reality (AR) experience. We address the problem of geo-pose …

SSA-Net: Spatial scale attention network for image-based geo-localization

X Zhang, X Meng, H Yin, Y Wang, Y Yue… - … and Remote Sensing …, 2021 - ieeexplore.ieee.org
Image-based geo-localization is estimating the location of a query image by matching it to a
large amount of images in geo-tagged database. This matching task is very challenging due …

RoMo: Robust Unsupervised Multimodal Learning With Noisy Pseudo Labels

Y Li, Y Qin, Y Sun, D Peng, X Peng… - IEEE Transactions on …, 2024 - ieeexplore.ieee.org
The rise of the metaverse and the increasing volume of heterogeneous 2D and 3D data
have created a growing demand for cross-modal retrieval, enabling users to query …

SIGNAV: semantically-informed GPS-denied navigation and mapping in visually-degraded environments

A Krasner, M Sizintsev, A Rajvanshi… - Proceedings of the …, 2022 - openaccess.thecvf.com
Understanding the perceived scene during navigation enables intelligent robot behaviors.
Current vision-based semantic SLAM (Simultaneous Localization and Mapping) systems …