IRTF: Image Retrieval through Fuzzy Modeling

Semantic-based image retrieval has been one of the most challenging problems in recent years. Although so many solutions is provided for filling the so-called gap between the content based image retrieval and what human beings expect from the retrieval task, non of them yields satisfactory results and the problem is still open for further research. In this paper, we use fuzzy modeling to solve this problem which opens a new category of solutions. Our experiments show that using fuzzy modeling improves the image retrieval performance and has many benefits with respect to other solutions which brings us on further research in it.