Face retrieval using image moments and genetic algorithm
Other Title(s)
استرجاع الوجوه باستعمال العزوم و الخوارزمية الجينية
Joint Authors
Ali, Yusra Husayn
Abd Allah, Wathiq Najah
Source
Engineering and Technology Journal
Issue
Vol. 34, Issue 1B (31 Jan. 2016), pp.160-171, 12 p.
Publisher
Publication Date
2016-01-31
Country of Publication
Iraq
No. of Pages
12
Main Subjects
Abstract EN
Content-based image retrieval has been developed in numerous fields.
This provides more active management and retrieval of images than the keyword-based method.
So the content based image retrieval becomes one of the liveliest researches in the past few years.
In a given set of objects, the retrieval of information suggests solutions to search for those in response to a particular description.
The set of objects which can be considered are documents, images, videos, or sounds.
Moments can be viewed as powerful image descriptors that capture global characteristics of an image.
The magnitude of the moment coefficients is said to be invariant under geometrical transformations like rotation which makes them suitable for most of the recognition applications.
This paper presents a method to retrieve a multi-view face from a large face database according to face image moments and genetic algorithm.
The GA is preferred for its power and because it can be used without any specific information of the domain.
The experimental results concludes that using GA gives a good performance and it decreases the average search time to (56.44 milliseconds) compared with (891.6 milliseconds) for traditional search.
American Psychological Association (APA)
Abd Allah, Wathiq Najah& Ali, Yusra Husayn. 2016. Face retrieval using image moments and genetic algorithm. Engineering and Technology Journal،Vol. 34, no. 1B, pp.160-171.
https://search.emarefa.net/detail/BIM-674091
Modern Language Association (MLA)
Abd Allah, Wathiq Najah& Ali, Yusra Husayn. Face retrieval using image moments and genetic algorithm. Engineering and Technology Journal Vol. 34, no. 1B (2016), pp.160-171.
https://search.emarefa.net/detail/BIM-674091
American Medical Association (AMA)
Abd Allah, Wathiq Najah& Ali, Yusra Husayn. Face retrieval using image moments and genetic algorithm. Engineering and Technology Journal. 2016. Vol. 34, no. 1B, pp.160-171.
https://search.emarefa.net/detail/BIM-674091
Data Type
Journal Articles
Language
English
Notes
Includes bibliographical references : p. 170-171
Record ID
BIM-674091