A combination of RANSAC and DBSCAN methods for solving the multiple geometrical object detection problem
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DOI: 10.1007/s10898-020-00950-8
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- Ratko Grbić & Emmanuel Nyarko & Rudolf Scitovski, 2013. "A modification of the DIRECT method for Lipschitz global optimization for a symmetric function," Journal of Global Optimization, Springer, vol. 57(4), pages 1193-1212, December.
- Remigijus Paulavičius & Yaroslav Sergeyev & Dmitri Kvasov & Julius Žilinskas, 2014. "Globally-biased Disimpl algorithm for expensive global optimization," Journal of Global Optimization, Springer, vol. 59(2), pages 545-567, July.
- Bagirov, Adil M. & Ugon, Julien & Mirzayeva, Hijran, 2013. "Nonsmooth nonconvex optimization approach to clusterwise linear regression problems," European Journal of Operational Research, Elsevier, vol. 229(1), pages 132-142.
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Keywords
RANSAC; DBSCAN; Multiple line detection problem; Multiple circle detection problem; Multiple ellipse detection problem; The most appropriate partition; Modified k-means;All these keywords.
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