<abstract xmlns="http://www.w3.org/1999/xhtml"><p>Large-scale image repositories are challenging to perform queries based on the content of the images. The paper proposes a novel, nested-dictionary data structure for indexing image local features. The method transforms image local feature vectors into two-level hashes and builds an index of the content of the images in the database. The algorithm can be used in database management systems. We implemented it with an example image descriptor and deployed in a relational database. We performed the experiments on two image large benchmark datasets.</p></abstract>

Large-scale image repositories are challenging to perform queries based on the content of the images. The paper proposes a novel, nested-dictionary data structure for indexing image local features. The method transforms image local feature vectors into two-level hashes and builds an index of the content of the images in the database. The algorithm can be used in database management systems. We implemented it with an example image descriptor and deployed in a relational database. We performed the experiments on two image large benchmark datasets.

Fast Image Index for Database Management Engines

Department of Computer Science and Automatics

Journal of Artificial Intelligence and Soft Computing Research

This work is licensed under the Creative Commons Attribution-NonCommercial-NoDerivatives 4.0 License.

{"article-title":"Fast Image Index for Database Management Engines"}

Large-scale image repositories are challenging to perform queries based on the content of the images. The paper proposes a novel, nested-dictionary data...

Fast Image Index for Database Management Engines

Online veröffentlicht: 20. März 2020

Seitenbereich: 113 - 123

Eingereicht: 18. Juli 2020

Akzeptiert: 23. Jan. 2020

DOI: https://doi.org/10.2478/jaiscr-2020-0008

Schlüsselwörter
image descriptors, content-based image retrieval, image indexing

© 2020 Rafał Grycuk et al., published by Sciendo

This work is licensed under the Creative Commons Attribution-NonCommercial-NoDerivatives 4.0 License.

Fast Image Index for Database Management Engines

Online veröffentlicht: 20. März 2020

Seitenbereich: 113 - 123

Eingereicht: 18. Juli 2020

Akzeptiert: 23. Jan. 2020

DOI: https://doi.org/10.2478/jaiscr-2020-0008

Schlüsselwörterimage descriptors, content-based image retrieval, image indexing

© 2020 Rafał Grycuk et al., published by Sciendo

This work is licensed under the Creative Commons Attribution-NonCommercial-NoDerivatives 4.0 License.

Schlüsselwörter
image descriptors, content-based image retrieval, image indexing