Title
Investigating the Vision Transformer Model for Image Retrieval Tasks
Abstract
This paper introduces a plug-and-play descriptor that can be effectively adopted for image retrieval tasks without prior initialization or preparation. The description method utilizes the recently proposed Vision Transformer network while it does not require any training data to adjust parameters. In image retrieval tasks, the use of Handcrafted global and local descriptors has been very successfu...
Year
DOI
Venue
2021
10.1109/DCOSS52077.2021.00065
2021 17th International Conference on Distributed Computing in Sensor Systems (DCOSS)
Keywords
DocType
ISSN
Shape,Machine vision,Image retrieval,Neural networks,Training data,Transformers,Sensor systems
Conference
2325-2936
ISBN
Citations 
PageRank 
978-1-6654-3929-9
0
0.34
References 
Authors
0
3
Name
Order
Citations
PageRank
Socratis Gkelios100.68
Yiannis S. Boutalis238926.96
Savvas A. Chatzichristofis381044.88