Toward fashion intelligence in the big data era: State-of-the-art and future prospects

L Liu, H Zhang, D Zhou, J Shi - IEEE Transactions on …, 2023 - ieeexplore.ieee.org
Fashion, as a popular aesthetic expression, is often conveyed in a specific context, in
particular in clothing, footwear, and accessories. Attributed to its enormous economic …

Cvm-net: Cross-view matching network for image-based ground-to-aerial geo-localization

S Hu, M Feng, RMH Nguyen… - Proceedings of the IEEE …, 2018 - openaccess.thecvf.com
The problem of localization on a geo-referenced aerial/satellite map given a query ground
view image remains challenging due to the drastic change in viewpoint that causes …

Learning deep representations for ground-to-aerial geolocalization

TY Lin, Y Cui, S Belongie, J Hays - Proceedings of the IEEE …, 2015 - cv-foundation.org
The recent availability of geo-tagged images and rich geospatial data has inspired a number
of algorithms for image based geolocalization. Most approaches predict the location of a …

Localizing and orienting street views using overhead imagery

NN Vo, J Hays - European conference on computer vision, 2016 - Springer
In this paper we aim to determine the location and orientation of a ground-level query image
by matching to a reference database of overhead (eg satellite) images. For this task we …

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 …

Bridging the domain gap for ground-to-aerial image matching

K Regmi, M Shah - Proceedings of the IEEE/CVF …, 2019 - openaccess.thecvf.com
The visual entities in cross-view (eg ground and aerial) images exhibit drastic domain
changes due to the differences in viewpoints each set of images is captured from. Existing …

Cross-view image matching for geo-localization in urban environments

Y Tian, C Chen, M Shah - Proceedings of the IEEE …, 2017 - openaccess.thecvf.com
In this paper, we address the problem of cross-view image geo-localization. Specifically, we
aim to estimate the GPS location of a query street view image by finding the matching …

Ground-to-aerial image geo-localization with a hard exemplar reweighting triplet loss

S Cai, Y Guo, S Khan, J Hu… - Proceedings of the IEEE …, 2019 - openaccess.thecvf.com
The task of ground-to-aerial image geo-localization can be achieved by matching a ground
view query image to a reference database of aerial/satellite images. It is highly challenging …

A practical cross-view image matching method between UAV and satellite for UAV-based geo-localization

L Ding, J Zhou, L Meng, Z Long - Remote Sensing, 2020 - mdpi.com
Cross-view image matching has attracted extensive attention due to its huge potential
applications, such as localization and navigation. Unmanned aerial vehicle (UAV) …

Revisiting im2gps in the deep learning era

N Vo, N Jacobs, J Hays - Proceedings of the IEEE …, 2017 - openaccess.thecvf.com
Image geolocalization, inferring the geographic location of an image, is a challenging
computer vision problem with many potential applications. The recent state-of-the-art …