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This edited volume brings together in one place important contributions which disclose the benefits resulting from multidimensional processing methods covering a wide range of applications, from low bit rate video coding and multimedia information sytems to improved quality and high definition television. Recently, it has been widely recognized that the improvement of the picture quality in current and advanced television systems requires will chosen signal processing algorithms, which are multidimensional in nature, within the demanding constraints of a real-time implementation. §This volume serves as an excellent reference, providing insights into some of the most important issues of multidimensional processing of video signals, by presenting some of the latest developments in this fast moving field.