Two Levels Similarity Modelling: A Co-Clustering Approach For Image Classification

In this work, we introduced a new co-clustering based approach in content based image classification field: the two levels similarity modelling (TLSM) concept. This approach is based on a new images similarity formulation using obtained co-clusters and a wave effect which changes similarity correlations. The obtained results show a real improvement of image recognition accuracy in comparison with obtained accuracy using one of classical co-clustering systems.