The invention relates to an automatic identification method of a color fabric color mold pattern
image based on
image processing, and belongs to the field of novel
textile detection. The color fabric color mold pattern image refers to a
color effect of organization points on the surface of color fabric. In order to solve the problems that the existing detection method based on labor time consumes time, wastes labor, is easy to make mistakes and does not adapt to the demands of modern
textile automatic production, the invention develops an automatic detection instrument of the color fabric color mold pattern
image based on the
image processing. The
system comprises a
light source, an
image acquisition module and a color fabric color mold pattern image automatic detection module and other modules. A reflective image on the surface of the color fabric is acquired under the reflective
light source by utilizing a
digital microscope; and image data is inputted into a computer
system through an IEEE 1394 interface. The automatic identification method has the benefits that firstly, the color fabric image is subjected to
texture enhancement by utilizing the color fabric color mold pattern image automatic detection module; then, the division of warp / weft yarns and organization points are realized based on the gray features of the image; successively, the color features of the organization points are extracted, and the type of color yarns is determined based on a clustering
verification method; and finally, the color classification of the organization points is realized based on a
fuzzy clustering method to obtain the color fabric color mold pattern image.