M. Thiyagarajan, S. Samundeeswari, ZKIP and Mutual Information as Measure on Image Analysis, Journal of Engineering and Applied Sciences, Volume 5,Issue 4, 2010, Pages 290-295, ISSN 1816-949x, jeasci.2010.290.295, (https://makhillpublications.co/view-article.php?doi=jeasci.2010.290.295) Abstract: The researchers try to extract the component image virtually hidden in the principle image. Information theoretic quantities are used to measure similarity of images in a statistical frame work. Statistical method describes the texture in a form suitable for statistical pattern recognition. This is suggested from large primitives and fine structure of smaller primitives. Co-occurrence matrix method is used to edge frequency detection and separation. Here, we appeal to the mutual information to bring out the component image from a complete image presentation by statistical zero knowledge interactive protocol (statistical ZKIP). Keywords: statistical zero knowledge;mutual information;similarity measure;texture;Image segmentation;interactive protocol