Content-Based Image Retrieval at the End of the Early Years
IEEE Transactions on Pattern Analysis and Machine Intelligence
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If perceptually relevant multimedia methods with guaranteed performance are not developed soon, there is no hope that the problem of multimedia information overload is effectively solved. Research is needed to handle images, music, video, and 3D models, with methods that guarantee robustness, invariance, efficiency, etc., and are also perceptually and cognitively relevant. The invention of algorithms that provably satisfy such properties is a new field of research: multimedia algorithmics.