26-03-2012, 04:57 PM
WOVEN FABRIC THREADS MEASUREMENT USING COMPUTER VISION TECHNIQUES
ABSTRACT
The vision of the project is to apply the Computer vision technique in the area of textile measurements. In today’s textile industry most of the Physical parameters are evaluated using manual methods with the help of microscopes. Manual methods are tedious time consuming gives chance to the measurement errors.
This project use computer vision technique for sensing the image. MATLAB tool used to process analyze and measure the parameter of the fabric under computer vision.
The Physical parameters of woven fabric structure such as EPI, PPI measured in this project. Fabric image obtained with the help of scanner, Captured image under goes various stages of processing in MATLAB. The stages are preprocessing, transformation and enhancement. Finally the measurement of parameters is carried out using the Spatial Integral projection of the image.