India is known for its traditional culture. Next to agriculture, textile tradition is the second largest sector which creates more employment with high contribution towards Gross Domestic Product (GDP).The main goal of textile industry is to give a fault free product. In this work an analysis for the weaving pattern is given using image processing which enhances the products and produce the desired outcome. The work is computed for different algorithms such as structural analysis, centralized sparse approach, and the proposed decomposed sparsity.