A texture extraction technique for cloth pattern identification

Reshmi Abraham, L. K Joshila Grace
2015 Contemporary Engineerng Sciences  
Cloth Pattern Identification system and image segmentation has been an active research area for visually impaired people and normal people. The main aim of this research is to increase the efficiency of indexing and image retrieval performance and also increase the similarity distance computation in cloth pattern identification. In existing system that provides a cloth pattern identification that uses color and texture as visual descriptor to retrieve the similar cloth pattern images. Our
more » ... ed system contribution is of three directions. Initially, the images are trained along with the audio and text description. First, our proposed system use color based feature extraction to extract the local and global color features. These extracted features are grouped or combined by using SVM classifier and generate the pattern. The pattern is recognized by using Texture estimation algorithm. Here, each pixel is divided into backbone blocks and perform solid color estimation and uniform color estimation to extract the texture of the image. Finally, extracted texture of trained image and tested image is compared and respective sound and text file is displayed to the user.
doi:10.12988/ces.2015.412261 fatcat:yu5cvuwooreq3c7ldiyocpr3eq