However, using both of transforms allows estimating the infinite lines parameters only. It is necessary to use additional approaches to estimate the ends of the detected lines. Moreover, Radon transform does not allow detecting non-straight curve shapes at all. This work is oriented to solve line detection problem using Radon transform and multi-agent approach. The results of the experimental researches that confirm the effectiveness of the proposed approach are given. The real full HD image sequences are used. The direction of further improvements is proposed.
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Boris A. Alpatov, Pavel V. Babayan, Nikita Yu. Shubin, "Multi-agent system for line detection on images," Proc. SPIE 9997, Target and Background Signatures II, 99970M (24 October 2016);