Abstract: High dimensional data is extra complicated in image based retrieval so the content-based visual information retrieval is used to solve the image retrieval in large database. In proceeding the image is given in the search content it does not retrieves the related images the new format shape similarity measurement and PSNR value is used to access the prominent content in large dataset effectively.