NDLI: Comparative analysis of methods for the log boundaries isolation

Content Provider	IEEE Xplore Digital Library
Author	Kruglov, A.V. Chiryshev, Y.V.
Copyright Year	2015
Description	Author affiliation: Inst. of Radioelectron. & Inf. Technol., Ural State Univ. named after the first President of Russia B. N. Yeltsin, Yekaterinburg, Russia (Kruglov, A.V.; Chiryshev, Y.V.)
Abstract	The scrutiny of boundaries isolation methods is presented in this paper. The newly developed algorithms, based on regression analysis and integral projection are compared with Hough transform in order to analyze their effectiveness for the specific problem of moving logs control. The comparative analysis of the methods was carried out on the database of images obtained from video sequence of real industrial process by the criteria of accuracy and operation speed. Results of the test show that the line-by-line scanning method with posterior LOWESS regression analysis has the best accuracy. However, the best appropriate for the implementation in the real-time control systems based on machine vision technology is consecutive line selection method due to its reasonable accuracy and impressive performance.
Sponsorship	INSTICC
Starting Page	357
Ending Page	361
File Size	422343
Page Count	5
File Format	PDF
ISBN	9789897581496
Language	English
Publisher	Institute of Electrical and Electronics Engineers, Inc. (IEEE)
Publisher Date	2015-07-21
Publisher Place	France
Access Restriction	Subscribed
Rights Holder	SCITEPRESS
Subject Keyword	Algorithm design and analysis Regression Analysis Image edge detection Machine vision Boundary Detection Image Processing Transforms Hough Transform Real-time systems Robustness Integral Projection Approximation methods
Content Type	Text
Resource Type	Article

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