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The automatic description of digital multimedia content was mainly developed for classification tasks, retrieval systems and massive ordering of data. Preservation of cultural heritage is a field of high importance of application of these methods. We address classification problem in cultural heritage such as classification of architectural styles in digital photographs of Mexican cultural heritage...