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Crowd counting from digital image based on statistical method
Other Title(s)
حساب العدد لحشد من الأشخاص في الصورة الرقمية بالاعتماد على الطرق الإحصائية
Joint Authors
Abd, Manar Hasan
Karim, Abd al-Amir Abd Allah
Source
Issue
Vol. 2019, Issue 31 (30 Jun. 2019), pp.17-28, 12 p.
Publisher
Publication Date
2019-06-30
Country of Publication
Iraq
No. of Pages
12
Main Subjects
Information Technology and Computer Science
Abstract EN
In this paper, face detection based on statistical method has been implemented to get accurately estimation to the crowd counting from an individual image.
Random sample is used as statistical method to the estimation purpose.
Once the image is given, Viola – Jones algorithm is implemented on the image and it give the number of faces on that image, then simple random sample is choose according to predefined condition which is the value of the last bounding rectangle box that surrounding the face on that image.
The results show that proposed statistical method gives good result about (98%) by estimating the nearest true number of the crowd people than the standard face detection(Viola-Jones) technique when it used alone which give about 90% detection rate.
American Psychological Association (APA)
Karim, Abd al-Amir Abd Allah& Abd, Manar Hasan. 2019. Crowd counting from digital image based on statistical method. al-Mansour،Vol. 2019, no. 31, pp.17-28.
https://search.emarefa.net/detail/BIM-947686
Modern Language Association (MLA)
Karim, Abd al-Amir Abd Allah& Abd, Manar Hasan. Crowd counting from digital image based on statistical method. al-Mansour No. 31 (2019), pp.17-28.
https://search.emarefa.net/detail/BIM-947686
American Medical Association (AMA)
Karim, Abd al-Amir Abd Allah& Abd, Manar Hasan. Crowd counting from digital image based on statistical method. al-Mansour. 2019. Vol. 2019, no. 31, pp.17-28.
https://search.emarefa.net/detail/BIM-947686
Data Type
Journal Articles
Language
English
Notes
Includes bibliographical references : p. 26-27
Record ID
BIM-947686