%0 Journal Article %T Computing the Discrete Compactness of Orthogonal Pseudo-Polytopes via Their D-EVM Representation %A Ricardo P¨Śrez-Aguila %J Mathematical Problems in Engineering %D 2010 %I Hindawi Publishing Corporation %R 10.1155/2010/598910 %X This work is devoted to present a methodology for the computation of Discrete Compactness in -dimensional orthogonal pseudo-polytopes. The proposed procedures take in account compactness' definitions originally presented for the 2D and 3D cases and extend them directly for considering the D case. There are introduced efficient algorithms for computing discrete compactness which are based on an orthogonal polytopes representation scheme known as the Extreme Vertices Model in the -Dimensional Space (D-EVM). It will be shown the potential of the application of Discrete Compactness in higher-dimensional contexts by applying it, through EVM-based algorithms, in the classification of video sequences, associated to the monitoring of a volcano's activity, which are expressed as 4D orthogonal polytopes in the space-color-time geometry. %U http://www.hindawi.com/journals/mpe/2010/598910/