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12 p, 521.4 KB A New Weighted Region-based Hough Transform Algorithm for Robust Line Detection in Poor Quality Images of 2D Lattices of Rectangular Objects / Tsenoglou, Theocharis (Technological Educational Institute of Athens. Department of Informatics) ; Vassilas, Nikolaos (Technological Educational Institute of Athens. Department of Informatics) ; Ghazanfarpour, Djamchid (Université de Limoges (France). Département Mathématiques Informatique)
In this work we present a novel kernel-based Hough Transform method for robust line detection in poor quality images of 2D lattices of rectangular objects. Following a preprocessing stage that specifies the connected regions of the image, the proposed method uses a kernel to specify each region's voting strength based on the following shape descriptors: a) its rectangularity, b) the orientation of the major side of its minimum area bounding rectangle (MBR), and c) the MBR's geometrical center. [...]
2013 - 10.5565/rev/elcvia.521
ELCVIA : Electronic Letters on Computer Vision and Image Analysis, Vol. 12, Núm. 2 (2013) , p. 66-77  
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