Retrieval Architecture with Classified Query for Content Based Image Recognition
Joint Authors
Thepade, Sudeep
Das, Rik
Ghosh, Saurav
Bhattacharya, Subhajit
Source
Applied Computational Intelligence and Soft Computing
Issue
Vol. 2016, Issue 2016 (31 Dec. 2016), pp.1-9, 9 p.
Publisher
Hindawi Publishing Corporation
Publication Date
2016-02-29
Country of Publication
Egypt
No. of Pages
9
Main Subjects
Information Technology and Computer Science
Abstract EN
The consumer behavior has been observed to be largely influenced by image data with increasing familiarity of smart phones and World Wide Web.
Traditional technique of browsing through product varieties in the Internet with text keywords has been gradually replaced by the easy accessible image data.
The importance of image data has portrayed a steady growth in application orientation for business domain with the advent of different image capturing devices and social media.
The paper has described a methodology of feature extraction by image binarization technique for enhancing identification and retrieval of information using content based image recognition.
The proposed algorithm was tested on two public datasets, namely, Wang dataset and Oliva and Torralba (OT-Scene) dataset with 3688 images on the whole.
It has outclassed the state-of-the-art techniques in performance measure and has shown statistical significance.
American Psychological Association (APA)
Das, Rik& Thepade, Sudeep& Bhattacharya, Subhajit& Ghosh, Saurav. 2016. Retrieval Architecture with Classified Query for Content Based Image Recognition. Applied Computational Intelligence and Soft Computing،Vol. 2016, no. 2016, pp.1-9.
https://search.emarefa.net/detail/BIM-1094891
Modern Language Association (MLA)
Das, Rik…[et al.]. Retrieval Architecture with Classified Query for Content Based Image Recognition. Applied Computational Intelligence and Soft Computing No. 2016 (2016), pp.1-9.
https://search.emarefa.net/detail/BIM-1094891
American Medical Association (AMA)
Das, Rik& Thepade, Sudeep& Bhattacharya, Subhajit& Ghosh, Saurav. Retrieval Architecture with Classified Query for Content Based Image Recognition. Applied Computational Intelligence and Soft Computing. 2016. Vol. 2016, no. 2016, pp.1-9.
https://search.emarefa.net/detail/BIM-1094891
Data Type
Journal Articles
Language
English
Notes
Includes bibliographical references
Record ID
BIM-1094891