Deep learning for instance retrieval: A survey

W Chen, Y Liu, W Wang, EM Bakker… - … on Pattern Analysis …, 2022 - ieeexplore.ieee.org
In recent years a vast amount of visual content has been generated and shared from many
fields, such as social media platforms, medical imaging, and robotics. This abundance of …

Recent developments of content-based image retrieval (CBIR)

X Li, J Yang, J Ma - Neurocomputing, 2021 - Elsevier
With the development of Internet technology and the popularity of digital devices, Content-
Based Image Retrieval (CBIR) has been quickly developed and applied in various fields …

Patch-netvlad: Multi-scale fusion of locally-global descriptors for place recognition

S Hausler, S Garg, M Xu, M Milford… - Proceedings of the …, 2021 - openaccess.thecvf.com
Abstract Visual Place Recognition is a challenging task for robotics and autonomous
systems, which must deal with the twin problems of appearance and viewpoint change in an …

Unifying deep local and global features for image search

B Cao, A Araujo, J Sim - Computer Vision–ECCV 2020: 16th European …, 2020 - Springer
Image retrieval is the problem of searching an image database for items that are similar to a
query image. To address this task, two main types of image representations have been …

Google landmarks dataset v2-a large-scale benchmark for instance-level recognition and retrieval

T Weyand, A Araujo, B Cao… - Proceedings of the IEEE …, 2020 - openaccess.thecvf.com
While image retrieval and instance recognition techniques are progressing rapidly, there is a
need for challenging datasets to accurately measure their performance--while posing novel …

The revisiting problem in simultaneous localization and mapping: A survey on visual loop closure detection

KA Tsintotas, L Bampis… - IEEE Transactions on …, 2022 - ieeexplore.ieee.org
Where am I? This is one of the most critical questions that any intelligent system should
answer to decide whether it navigates to a previously visited area. This problem has long …

Dolg: Single-stage image retrieval with deep orthogonal fusion of local and global features

M Yang, D He, M Fan, B Shi, X Xue… - Proceedings of the …, 2021 - openaccess.thecvf.com
Image Retrieval is a fundamental task of obtaining images similar to the query one from a
database. A common image retrieval practice is to firstly retrieve candidate images via …

Transvpr: Transformer-based place recognition with multi-level attention aggregation

R Wang, Y Shen, W Zuo, S Zhou… - Proceedings of the …, 2022 - openaccess.thecvf.com
Visual place recognition is a challenging task for applications such as autonomous driving
navigation and mobile robot localization. Distracting elements presenting in complex scenes …

A survey on deep visual place recognition

C Masone, B Caputo - IEEE Access, 2021 - ieeexplore.ieee.org
In recent years visual place recognition (VPR), ie, the problem of recognizing the location of
images, has received considerable attention from multiple research communities, spanning …

Correlation verification for image retrieval

S Lee, H Seong, S Lee, E Kim - Proceedings of the IEEE …, 2022 - openaccess.thecvf.com
Geometric verification is considered a de facto solution for the re-ranking task in image
retrieval. In this study, we propose a novel image retrieval re-ranking network named …