6533b7dbfe1ef96bd12708d5
RESEARCH PRODUCT
Textile and tile pattern design automatic cataloguing using detection of the plane symmetry group
Manuel ConteroM. ValorJ.m. GomisF. Albertsubject
Image texturebusiness.industryComputer visionImage segmentationArtificial intelligenceSymmetry groupWallpaper groupSymmetry (geometry)businessParallelogramGroup theoryObject detectionMathematicsdescription
We present an integrated management system of pattern design for the textile and tile industries providing automatic cataloguing capabilities based on the application of the scientific theory of symmetry groups. To do this, a process of analysis is performed which starts from an initial image of the decorative element, which in turn is subjected to a number of segmentation and labelling operators that allow to detect the objects present in the image. These objects are vectorized, compared, and their isometries obtained; subsequently they are grouped and the isometries of the groups of objects detected. Finally, a composition analysis is carried out that, on the basis of the repetitions and symmetry axes existing in the design, provides the fundamental parallelogram of a plane symmetry group. We summarise the results obtained from processing 75 design elements using the analysis tool developed by the authors.
| year | journal | country | edition | language |
|---|---|---|---|---|
| 2004-03-01 | Proceedings Computer Graphics International 2003 |