There are several research work is going in the direction of efficient image retrieval. Researchers are mainly concentrated on content based image retrieval (CBIR). In this paper an analysis and survey have been presented based on the previous research. This survey shows that there are several variations are used with CBIR like texture, edges and string fusion. This study shows the implications and findings of the previous research work. Detail analysis is presented also on the advantages and gaps of these techniques.