Call For Paper Volume:4 Issue:10 Oct'2017 |

Regularity Analysis Using Bollinger Band Method

Publication Date : 10/07/2015

Author(s) :

Mrs. Jyoti Nikam , Prof. M. S. Biradar , Prof. K. B. Bhangale.

Conference Name :
4th International Conference on Recent Trends in Engineering & Technology(ICRTET-2015) July 2-4,2015 Organized by SNJB's KBJ College of Engineering,Chandwad,Nashik,Maharashtra,India

Abstract :

Regularity is one of the main features for many Patterned texture material inspection. This paper shows the new approach called Bollinger Band (BB) method which is used to outline the shape of the defective region. In the proposed method the Bollinger Band is calculated based on standard deviation and moving average. The Bollinger Band method is shift invariant approach and hence immune of the alignment. In this paper the upper Bollinger band and lower Bollinger bands are developed to indicate defective areas in patterned fabric. Abnormal changes in the pattern lead to large variation in the standard deviation. Its mathematical definition was simple. For defect detection on patterned texture application of Bollinger Band is divided into training stage and testing stage.

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