Digital video scenes recognition using Mijn-EA and learning vector quantization network
Joint Authors
al-Janabi, Samahir
Salman, Mahdi Abd
Source
Journal of Babylon University : Journal of Applied and Pure Sciences
Issue
Vol. 24, Issue 9 (31 Dec. 2016), pp.2362-2373, 12 p.
Publisher
Publication Date
2016-12-31
Country of Publication
Iraq
No. of Pages
12
Main Subjects
Information Technology and Computer Science
Abstract EN
This paper presents a hybrid method for digital video scenes recognition which uses recognition to group pixels into known object for each frame.
The chromaticity is used as data source for the method because it is normalized.
The recognition is carried out by means of an Evolutionary Algorithm from type Mijn-EA, which is employed to obtain the best clusters that represent each frame and number of seeds in each frame.
Then, conversion the color space for each cluster from RGB to HSV to fined the textural features of co-occurrence matrix.
After that the pixels for each cluster recognition according to the identified classes.
The number of classes is a priori unknown and the Evolutionary Algorithm that implements the Mijn-EA is used to determine the main clusters.
The detection of the classes in the LVQ3 is done using a texture features.
The obtained results substantiate the feasibility of the method and the accuracy.
American Psychological Association (APA)
al-Janabi, Samahir& Salman, Mahdi Abd. 2016. Digital video scenes recognition using Mijn-EA and learning vector quantization network. Journal of Babylon University : Journal of Applied and Pure Sciences،Vol. 24, no. 9, pp.2362-2373.
https://search.emarefa.net/detail/BIM-1314818
Modern Language Association (MLA)
al-Janabi, Samahir& Salman, Mahdi Abd. Digital video scenes recognition using Mijn-EA and learning vector quantization network. Journal of Babylon University : Journal of Applied and Pure Sciences Vol. 24, no. 9 (2016), pp.2362-2373.
https://search.emarefa.net/detail/BIM-1314818
American Medical Association (AMA)
al-Janabi, Samahir& Salman, Mahdi Abd. Digital video scenes recognition using Mijn-EA and learning vector quantization network. Journal of Babylon University : Journal of Applied and Pure Sciences. 2016. Vol. 24, no. 9, pp.2362-2373.
https://search.emarefa.net/detail/BIM-1314818
Data Type
Journal Articles
Language
English
Notes
Text in English ; abstracts in English and Arabic.
Record ID
BIM-1314818