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This editorial introduces the Special Issue, which contains a selection of papers that present recent advances in a number of areas relating to image and video annotation and retrieval. Image and Video retrieval have now reached a state where successful techniques and applications have begun flourishing and technologies for retrieving multimedia content enable new applications and services for both commercial and personal end users. While existing techniques already provide promising results,doi:10.1007/s11042-010-0618-8 fatcat:jgr2qyeazvamponkw6drwyyybu