Image categorization based color detector
Joint Authors
al-Alusi, Nida Fulayyih Hasan
Mal Allah, Suhad
Ayyad, Haydar
Source
Engineering and Technology Journal
Issue
Vol. 34, Issue 5B (31 May. 2016), pp.621-628, 8 p.
Publisher
Publication Date
2016-05-31
Country of Publication
Iraq
No. of Pages
8
Main Subjects
Information Technology and Computer Science
Abstract EN
Due to the investigation of the images in several parts of the life and the arising of the fast technology make the management of these images an open research area.
Basically, the color feature considered as informative information that can be extracted from the image and help in improve the application performance.
Based on the literature, this research found that there are several datasets that content images considered as a colorful images but some of these images content poor color information.
For that, it’s unfair to treat all the dataset images as colorful images and this may lead to unsuccessful classification due to unfair color features that extracted from these images.
To overcome this problem, this paper has proposed a color detector that can be used as a pre-processing stage to separate the dataset images into two classes colorful and colorless.
The experiments have been carried out by using Caltech 101 dataset and the proposed method shows high level of discriminative power
American Psychological Association (APA)
Ayyad, Haydar& al-Alusi, Nida Fulayyih Hasan& Mal Allah, Suhad. 2016. Image categorization based color detector. Engineering and Technology Journal،Vol. 34, no. 5B, pp.621-628.
https://search.emarefa.net/detail/BIM-783761
Modern Language Association (MLA)
Ayyad, Haydar…[et al.]. Image categorization based color detector. Engineering and Technology Journal Vol. 34, no. 5B (2016), pp.621-628.
https://search.emarefa.net/detail/BIM-783761
American Medical Association (AMA)
Ayyad, Haydar& al-Alusi, Nida Fulayyih Hasan& Mal Allah, Suhad. Image categorization based color detector. Engineering and Technology Journal. 2016. Vol. 34, no. 5B, pp.621-628.
https://search.emarefa.net/detail/BIM-783761
Data Type
Journal Articles
Language
English
Notes
Includes bibliographical references : p. 267-628
Record ID
BIM-783761