Image retrieval evaluation

One of the most significant problems in content-based image retrieval results from the lack of a common test-bed for researchers. Although many published articles report on content-based retrieval results using color photographs, there has been little effort in establishing a benchmark set of images and queries. Doing so would have many benefits in advancing the technology and utility of content-based image retrieval systems. In this paper, we address the growing need for establishing a common content-based image retrieval test-bed.