Image retrieval from remote sensing big data: A survey

Y Li, J Ma, Y Zhang - Information Fusion, 2021 - Elsevier
The blooming proliferation of aeronautics and astronautics platforms, together with the ever-
increasing remote sensing imaging sensors on these platforms, has led to the formation of …

A survey on visual-based localization: On the benefit of heterogeneous data

N Piasco, D Sidibé, C Demonceaux, V Gouet-Brunet - Pattern Recognition, 2018 - Elsevier
We are surrounded by plenty of information about our environment. From these multiple
sources, numerous data could be extracted: set of images, 3D model, coloured points …

Efficient global 2d-3d matching for camera localization in a large-scale 3d map

L Liu, H Li, Y Dai - … of the IEEE International Conference on …, 2017 - openaccess.thecvf.com
Given an image of a street scene in a city, this paper develops a new method that can
quickly and precisely pinpoint at which location (as well as viewing direction) the image was …

Deepmatcher: a deep transformer-based network for robust and accurate local feature matching

T Xie, K Dai, K Wang, R Li, L Zhao - Expert Systems with Applications, 2024 - Elsevier
Local feature matching constitutes the cornerstone of multiple computer vision applications
(eg, 3D reconstruction and long-term visual localization), and has been successfully …

Localization and Mapping for Self-Driving Vehicles: A Survey

A Charroud, K El Moutaouakil, V Palade, A Yahyaouy… - Machines, 2024 - mdpi.com
The upsurge of autonomous vehicles in the automobile industry will lead to better driving
experiences while also enabling the users to solve challenging navigation problems …

V-eye: A vision-based navigation system for the visually impaired

PJ Duh, YC Sung, LYF Chiang… - IEEE Transactions …, 2020 - ieeexplore.ieee.org
Numerous systems for helping visually impaired people navigate in unfamiliar places have
been proposed. However, few can detect and warn about moving obstacles, provide correct …

Seeing through darkness: Visual localization at night via weakly supervised learning of domain invariant features

B Fan, Y Yang, W Feng, F Wu, J Lu… - IEEE Transactions on …, 2022 - ieeexplore.ieee.org
Long term visual localization has to conquer the problem of matching images with dramatic
photometric changes caused by different seasons, natural and man-made illumination …

Light field image quality assessment with auxiliary learning based on depthwise and anglewise separable convolutions

Q Qu, X Chen, V Chung, Z Chen - IEEE Transactions on …, 2021 - ieeexplore.ieee.org
In multimedia broadcasting, no-reference image quality assessment (NR-IQA) is used to
indicate the user-perceived quality of experience (QoE) and to support intelligent data …

Oamatcher: An overlapping areas-based network for accurate local feature matching

K Dai, T Xie, K Wang, Z Jiang, R Li, L Zhao - arXiv preprint arXiv …, 2023 - arxiv.org
Local feature matching is an essential component in many visual applications. In this work,
we propose OAMatcher, a Tranformer-based detector-free method that imitates humans …

A two-stage triplet network training framework for image retrieval

W Min, S Mei, Z Li, S Jiang - IEEE Transactions on Multimedia, 2020 - ieeexplore.ieee.org
In this paper, we propose a novel framework for instance-level image retrieval. Recent
methods focus on fine-tuning the Convolutional Neural Network (CNN) via a Siamese …