Title :
Bag-of-features image indexing and classification in microsoft SQL server relational database
Author :
Korytkowski, Marcin ; Scherer, Rafal ; Staszewski, Pawel ; Woldan, Piotr
Author_Institution :
Inst. of Comput. Intell., Czestochowa Univ. of Technol., Czestochowa, Poland
Abstract :
This paper presents a novel relational database architecture aimed to visual objects classification and retrieval. The framework is based on the bag-of-features image representation model combined with the Support Vector Machine classification and is integrated in a Microsoft SQL Server database.
Keywords :
SQL; content-based retrieval; image classification; image representation; image retrieval; relational databases; support vector machines; Microsoft SQL server database; bag-of-features image indexing; bag-of-features image representation model; image classification; microsoft SQL server relational database; object retrieval; objects classification; relational database architecture; support vector machine classification; Computer vision; Databases; Libraries; Pattern recognition; Servers; Support vector machines; Visualization; content-based image processing; image classification; relational databases;
Conference_Titel :
Cybernetics (CYBCONF), 2015 IEEE 2nd International Conference on
Conference_Location :
Gdynia
Print_ISBN :
978-1-4799-8320-9
DOI :
10.1109/CYBConf.2015.7175981
