This paper presents texture feature extraction scheme with the help of extended version of Fuzzy local binary pattern (FLBP) to get more efficient feature from the input image. The proposed scheme extends (FLBP) technique employing Intuitionistic fuzzy set and it is known as Intuitionistic fuzzy local binary pattern (IFLBP). Moreover, IFLBP provides additional bin in the distribution of IFLBP values. Additionally, it can be used as the feature vector of the image and can be apply in diverse fields of image processing. The proposed algorithm has used various medical as well as image processing images of different sizes for result analysis. It clearly shows that the obtained results are better than the existing techniques and its extracted feature are more informative than the reported methods.