Hough transform for robust regression and automated detection

Details Hough transform for robust regression and automated detection Hough transform for robust regression and automated detection

Jun 1994

adsabs.harvard.edu/cgi-bin/nph-data_query?bibcode=1994a%26a...286.1011b&link_type=abstract

Astronomy and Astrophysics 286, 1011-1018 (1994)

Astronomy and Astrophysics

Astrophysics

17

Methods: Data Analysis, Analytical, Techniques: Image Processing, Spectroscopy

Scientific paper

The Hough transform is a robust algorithm for detecting multi-dimensional features in images and estimating their parameters. It is widely used in the domains of remote sensing and machine vision and could find number of applications in astrophysics. A general introduction to the Hough transform, its main variations and implementation techniques is provided. A Hough transform based robust regression method is discussed and analyzed. Also auto-adaptive, fast pattern recognition algorithms for the detection of echelle orders and automated arc line identification are presented.

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