Object’s Shape Recognition using Local Binary Patterns
Journal Title: International Journal of Advanced Computer Science & Applications - Year 2017, Vol 8, Issue 8
Abstract
This paper discusses the concept of object’s shape identification using local binary pattern technique (LBP). Since LBP is computationally simple it has been utilized successfully for recognition of various objects. LBP which has the potential to be used in various identification related fields was applied on a number of different shaped objects, the process converted the given image in to 3x3 binary matrices and several rounds of computation yields the final decision parameter, which is known as merit function. This parameter was then exploited to uniquely identify the shape of different objects.
Authors and Affiliations
Muhammad Wasim, Adnan Ahmed Siddiqui, Abdul Aziz, Lubaid Ahmed, Syed Faisal Ali, Fauzan Saeed
Keywords
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- EP ID EP260442
- DOI 10.14569/IJACSA.2017.080833
- Views 76
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