Direction analysis algorithm using statistical approaches

Mokhtar M. Hasan; Pramod K. Mishra

doi:10.1117/12.946046

2 June 2012 Direction analysis algorithm using statistical approaches

Mokhtar M. Hasan, Pramod K. Mishra

Proceedings Volume 8334, Fourth International Conference on Digital Image Processing (ICDIP 2012); 83340L (2012) https://doi.org/10.1117/12.946046
Event: Fourth International Conference on Digital Image Processing (ICDIP 2012), 2012, Kuala Lumpur, Malaysia

Abstract

Statistical approaches become very important tools that interfere and overlap in our daily life and become inevitable event that help us in every tiny details of our life, in this paper; we are going to present a new technique for analyzing the two principal component of any given object by calculating the direction over the occupied coordinates using mean, variance, and covariance statistical functions, and by finding some relationship between those statistical functions; we have extracted the angle degree of the processed object, for pattern recognition applications; this object can be adjusted accordingly to overcome the rotation perturbation shortcoming that hinders the extraction of a unified features especially for object recognition purposes in which we have to present many samples per single pose which makes the processing of this increasing size of the database is a noticeable burden, we have achieved a dramatically results with almost zero time of calculation since the statistical functions applied need little processing time to finish.

Citation Download Citation

Mokhtar M. Hasan and Pramod K. Mishra "Direction analysis algorithm using statistical approaches", Proc. SPIE 8334, Fourth International Conference on Digital Image Processing (ICDIP 2012), 83340L (2 June 2012); https://doi.org/10.1117/12.946046

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