Beyond cross-view image retrieval: Highly accurate vehicle localization using satellite image

Y Shi, H Li - Proceedings of the IEEE/CVF Conference on …, 2022 - openaccess.thecvf.com
This paper addresses the problem of vehicle-mounted camera localization by matching a
ground-level image with an overhead-view satellite map. Existing methods often treat this …

Boosting 3-dof ground-to-satellite camera localization accuracy via geometry-guided cross-view transformer

Y Shi, F Wu, A Perincherry… - Proceedings of the …, 2023 - openaccess.thecvf.com
Image retrieval-based cross-view localization methods often lead to very coarse camera
pose estimation, due to the limited sampling density of the database satellite images. In this …

Street-view image generation from a bird's-eye view layout

A Swerdlow, R Xu, B Zhou - IEEE Robotics and Automation …, 2024 - ieeexplore.ieee.org
Bird's-Eye View (BEV) Perception has received increasing attention in recent years as it
provides a concise and unified spatial representation across views and benefits a diverse …

GAN-based satellite imaging: A survey on techniques and applications

H Mansourifar, A Moskovitz, B Klingensmith… - IEEE …, 2022 - ieeexplore.ieee.org
Satellite image analysis is widely used in many real-time applications, from agriculture to the
military. Due to the wide range of Generative Adversarial Network (GAN) applications in …

Slicematch: Geometry-guided aggregation for cross-view pose estimation

T Lentsch, Z Xia, H Caesar… - Proceedings of the IEEE …, 2023 - openaccess.thecvf.com
This work addresses cross-view camera pose estimation, ie, determining the 3-Degrees-of-
Freedom camera pose of a given ground-level image wrt an aerial image of the local area …

Visual and object geo-localization: A comprehensive survey

D Wilson, X Zhang, W Sultani, S Wshah - arXiv preprint arXiv:2112.15202, 2021 - arxiv.org
The concept of geo-localization refers to the process of determining where on earth
someentity'is located, typically using Global Positioning System (GPS) coordinates. The …

Cross-view panorama image synthesis with progressive attention GANs

S Wu, H Tang, XY Jing, J Qian, N Sebe, Y Yan… - Pattern Recognition, 2022 - Elsevier
Despite the significant progress of conditional image generation, it remains difficult to
synthesize a ground-view panorama image from a top-view aerial image. Among the core …

UAVM'23: 2023 Workshop on UAVs in Multimedia: Capturing the World from a New Perspective

Z Zheng, Y Shi, T Wang, J Liu, J Fang, Y Wei… - Proceedings of the 31st …, 2023 - dl.acm.org
Unmanned Aerial Vehicles (UAVs), also known as drones, have become increasingly
popular in recent years due to their ability to capture high-quality multimedia data from the …

Sat2Scene: 3D Urban Scene Generation from Satellite Images with Diffusion

Z Li, Z Li, Z Cui, M Pollefeys… - Proceedings of the …, 2024 - openaccess.thecvf.com
Directly generating scenes from satellite imagery offers exciting possibilities for integration
into applications like games and map services. However challenges arise from significant …

Sat2density: Faithful density learning from satellite-ground image pairs

M Qian, J Xiong, GS Xia, N Xue - Proceedings of the IEEE …, 2023 - openaccess.thecvf.com
This paper aims to develop an accurate 3D geometry representation of satellite images
using satellite-ground image pairs. Our focus is on the challenging problem of 3D-aware …