Improving the reliability of object recognition based on template matching
Other Title(s)
تحسين موثوقية تميز الكائن بالاعتماد على المطابقة المتغيرة
Joint Authors
Hadi, Umar Anmar
al-Kababji, Ahmad Mamun Fadil
Khidr, Abd al-Sattar Muhammad
Source
al-Rafidain Engineering Journal
Issue
Vol. 23, Issue 5 (31 Dec. 2015), pp.81-88, 8 p.
Publisher
University of Mosul College of Engineering
Publication Date
2015-12-31
Country of Publication
Iraq
No. of Pages
8
Main Subjects
Information Technology and Computer Science
Abstract EN
Object recognition in computer vision is the task of finding a given object in an image or video sequence.
During the last decades it has received increasing attention from the computer vision community for a variety of reasons, ranging from counting objects for industrial application to the development of practical biometric systems and interactive, emotion-aware and capable human–machine interfaces.
There are variety of approaches for object recognition problem, depending on the type of object, the degree of freedom of the object and the target application.
Template matching is the most advanced and intensively developed areas of computer vision and has been a classical approach to the problems of locating and recognizing of an object in the image.
The object of this paper is to improve the reliability of object recognition by describing a modified method for template matching based on the Sum of Squared Differences (SSD) equation, that gives the highest margin between other template matching methods, the main advantage is that the high margin resulting from it can be considered as more safe to avoid wrongly detecting /recognizing an object.
American Psychological Association (APA)
Khidr, Abd al-Sattar Muhammad& al-Kababji, Ahmad Mamun Fadil& Hadi, Umar Anmar. 2015. Improving the reliability of object recognition based on template matching. al-Rafidain Engineering Journal،Vol. 23, no. 5, pp.81-88.
https://search.emarefa.net/detail/BIM-696769
Modern Language Association (MLA)
Khidr, Abd al-Sattar Muhammad…[et al.]. Improving the reliability of object recognition based on template matching. al-Rafidain Engineering Journal Vol. 23, no. 5 (Dec. 2015), pp.81-88.
https://search.emarefa.net/detail/BIM-696769
American Medical Association (AMA)
Khidr, Abd al-Sattar Muhammad& al-Kababji, Ahmad Mamun Fadil& Hadi, Umar Anmar. Improving the reliability of object recognition based on template matching. al-Rafidain Engineering Journal. 2015. Vol. 23, no. 5, pp.81-88.
https://search.emarefa.net/detail/BIM-696769
Data Type
Journal Articles
Language
English
Notes
Includes bibliographical references : p. 88
Record ID
BIM-696769