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A review on Development of novel algorithm by combining Wavelet based Enhanced Canny edge Detection and Adaptive Filtering Method for Human Emotion Recognition

Journal: International Journal for Scientific Research and Development | IJSRD (Vol.3, No. 10)

Publication Date:

Authors : ; ;

Page : 977-978

Keywords : Edge detection; Canny algorithm; Gravitational field intensity operator; Wavelet; Adaptive threshold;

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The conventional Canny edge recognition calculation issensitive to commotion, along these lines, it's anything but difficult to lose powerless edge information when sifting through the clamor, and its settled parameters show poor versatility. In light of these issues, this paper proposed an enhanced calculation in view of Canny algorithm. This calculation presented the idea of gravitational field intensity to supplant picture inclination, and acquired the gravitational field force administrator. Two versatile threshold selection systems in view of the mean of picture gradient magnitude and standard deviation were advanced for two sorts of run of the mill pictures (one has less edge data, and the other has rich edge data) individually. The improved Canny calculation is straightforward and simple to figure it out. Experimental results demonstrate that the calculation can protect more valuable edge information and more vigorous to clamor.

Last modified: 2016-01-11 18:10:16