On-line segmentation of freehand sketches by knowledge-based nonlinear thresholding operations

Qin, Sheng-feng, Wright, David and Jordanov, Ivan (2001) On-line segmentation of freehand sketches by knowledge-based nonlinear thresholding operations. Pattern Recognition, 34 (10). pp. 1885-1893. ISSN 00313203

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Official URL: http://dx.doi.org/10.1016/S0031-3203(00)00122-9

Abstract

This paper describes an on-line procedure for segmenting freehand sketches into 2D primitives and smooth curves by knowledge-based nonlinear thresholding operations. Drawing position, direction, speed and acceleration information is used for establishing fuzzy knowledge and inferring user's intention. The procedure can be divided into three stages: (1) obtaining corner points based on the fuzzy knowledge and adaptive thresholds, which includes detecting "obtuse" and "acute" corner points, (2) finding smooth join points, during which stage we use both curve linearity and curvature; and (3) classifying the sketches into the corresponding curves according to curve linearity and changes of curve convexity. The method is illustrated and tested with a number of sketches.

Item Type: Article
Uncontrolled Keywords: Heurestic knowledge, on-line sketches, curve segmentation and classification, conceptual design
Subjects: G900 Others in Mathematical and Computing Sciences
W200 Design studies
Department: Faculties > Arts, Design and Social Sciences > School of Design > Northumbria Design
Depositing User: Paul Burns
Date Deposited: 20 Mar 2014 09:05
Last Modified: 10 Aug 2015 11:18
URI: http://nrl.northumbria.ac.uk/id/eprint/15908

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