Volume : II, Issue : IV, April - 2013

An Efficient Object Orientation Detection for Machine Vision

P. Vijaya Kumar, K. Satheesh Kumar

Abstract :

Object detection and object orientation detection is one of the key important process in machine vision applications. In this paper an efficient algorithm was proposed for calculating the orientation of objects in 2-D space by computing the geometric moments. The real time object detection and orientation detection require less computational complexity methods. The geometric based method provides relatively good performance with a reasonable computational complexity. To increase the efficiency of the algorithm further, Morphological operations such as OPEN and CLOSE are used which eliminates gaps, hole and peninsulas. This moment-based approach is very useful to find the position and orientation of objects in the image plane, which has a wide range of applications from networked embedded robotics to the medical care field.

Keywords :

Article: Download PDF   DOI : 10.36106/ijsr  

Cite This Article:

P. Vijaya kumar,K. Satheesh kumar An Efficient Object Orientation Detection for Machine Vision International Journal of Scientific Research, Vol.II, Issue.IV April 2013

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