An optimal B-spline approach for vectorizing raster image outlines

Capturing outlines is crucial in vectorization of the digital images. An effective and automatic algorithm is presented for outline vectorizing of planar objects within the digital images using trigonometric B-spline. A soft computing optimization technique Genetic Algorithm (GA) is employed to determine the suitable measures of parameter in the description of proposed B-spline. The anticipated scheme is executed on a few raster (bitmap), digital images to validate the robustness of the algorithm. The procedure of vectorizing outlines encompasses a series of stages like boundary detection, corner recognition, break point identification and curve fitting using the proposed B-spline.

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Publication Details

Journal
PLoS ONE
Published
2024-08-26
DOI
https://doi.org/10.1371/journal.pone.0307530
Primary Topic
Advanced Numerical Analysis Techniques
Type
article
Field-Weighted Citation Impact
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article

An optimal B-spline approach for vectorizing raster image outlines

Malik Zawwar Hussain, Samreen Abbas, Qurat Ul Ain
PLoS ONE
Advanced Numerical Analysis Techniques
article

An optimal B-spline approach for vectorizing raster image outlines

Malik Zawwar Hussain, Samreen Abbas, Qurat Ul Ain
article en

Abstract

Capturing outlines is crucial in vectorization of the digital images. An effective and automatic algorithm is presented for outline vectorizing of planar objects within the digital images using trigonometric B-spline. A soft computing optimization technique Genetic Algorithm (GA) is employed to determine the suitable measures of parameter in the description of proposed B-spline. The anticipated scheme is executed on a few raster (bitmap), digital images to validate the robustness of the algorithm. The procedure of vectorizing outlines encompasses a series of stages like boundary detection, corner recognition, break point identification and curve fitting using the proposed B-spline.

PLoS ONEVol. 19(8)
University of the Punjab (PK), University of Central Punjab (PK), The Women University Multan (PK)
Openalex Percentile: Top 85%
Advanced Numerical Analysis Techniques
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