Complex Paper Disease Detection Based on Probabilistic Hough Transform

Abstract:

Although advantages of traditional Hough transform of such Good robustness and anti-interference have been found in the process of detection of complex paper diseases such as Streak, fold, however, quantity calculation has imposed limitation on the application of this method in dealing process demanding high instantaneity. Probabilistic Hough Transform fits in a straight line by approach of Hough transform. The approach of selecting fitting points by random drawing and combination with meter counter and output a boundary line where random drawing points locates on condition that such points satisfy limitation of threshold value which has been pre-setted is able to reduce the calculation and period of algorithm operation therefore fitts detection of complex paper diseases demanding high instantaneity.

• Periodical: Advanced Materials Research (Volumes 712-715)
• Pages: 2327-2330
• DOI: https://doi.org/10.4028/www.scientific.net/AMR.712-715.2327
• Online since: June 2013
• Authors: Xing Guang Qi*, Dan Dan Dou, Hai Lun Zhang
• Keywords: Hough Transform (HT), Paper Disease, Probabilistic Hough Transform

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