<abstract xmlns="http://www.w3.org/1999/xhtml">

<p>Ancient Chinese embroidery is an important intangible part of the cultural heritage of mankind. Its colours and contours are a major source of oriental inspiration and design elements for designers today. This study presents an effective intelligent recognition of colour and contour based on K-means++ clustering and the Canny operator for colour and contour application of ancient Chinese embroidery images and for digital inheritance and innovation. First, digital cameras and portable scanners were used in embroidery image acquisition. Second, colour level adjustment, sharpening and smoothing were specially added to the preprocessing, because of the ancient embroidery age or colour errors caused by the shooting angle. Third, K-means++ clustering was used for colour clustering. Fourth, the Canny operator was used for contour detection. After the addition of colour level adjustment and sharpening in the preprocessing, the colours and contours could be acquired accurately and more effectively from embroidery images and be read and edited independently.</p>
</abstract>

Ancient Chinese embroidery is an important intangible part of the cultural heritage of mankind. Its colours and contours are a major source of oriental inspiration and design elements for designers today. This study presents an effective intelligent recognition of colour and contour based on K-means++ clustering and the Canny operator for colour and contour application of ancient Chinese embroidery images and for digital inheritance and innovation. First, digital cameras and portable scanners were used in embroidery image acquisition. Second, colour level adjustment, sharpening and smoothing were specially added to the preprocessing, because of the ancient embroidery age or colour errors caused by the shooting angle. Third, K-means++ clustering was used for colour clustering. Fourth, the Canny operator was used for contour detection. After the addition of colour level adjustment and sharpening in the preprocessing, the colours and contours could be acquired accurately and more effectively from embroidery images and be read and edited independently.

Intelligent Recognition of Colour and Contour from Ancient Chinese Embroidery Images

Fibres & Textiles in Eastern Europe

This work is licensed under the Creative Commons Attribution 3.0 Public License.

Ancient Chinese embroidery is an important intangible part of the cultural heritage of mankind. Its colours and contours are a major source of oriental...

Intelligent Recognition of Colour and Contour from Ancient Chinese Embroidery Images

Article Category: Research Article

Data publikacji: 28 wrz 2022

Zakres stron: 79 - 92

DOI: https://doi.org/10.2478/ftee-2022-0026

Słowa kluczowe
Chinese ancient embroidery, colour level adjustment, sharpening, contour extraction, colour extraction

© 2022 Fei Ju, et al., published by Sciendo

This work is licensed under the Creative Commons Attribution 3.0 Public License.

Intelligent Recognition of Colour and Contour from Ancient Chinese Embroidery Images

Article Category: Research Article

Data publikacji: 28 wrz 2022

Zakres stron: 79 - 92

DOI: https://doi.org/10.2478/ftee-2022-0026

Słowa kluczoweChinese ancient embroidery, colour level adjustment, sharpening, contour extraction, colour extraction

© 2022 Fei Ju, et al., published by Sciendo

This work is licensed under the Creative Commons Attribution 3.0 Public License.

Słowa kluczowe
Chinese ancient embroidery, colour level adjustment, sharpening, contour extraction, colour extraction