A Study for fusion with Pattern Recognition and Artificial Intelligence in the hierarchical structures

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In the researches, The understanding of various kinds of patterns, such as images, spoken words, had been developed based on fundamental artificial intelligence in the hierarchical structures.A priori knowledge of the many kinds of patterns on the pattern processing that can be done at the fine components level (points, lines, mesh). And uncertainty reduction paradigm is implemented for a top-down processing ( methods of the artificial intelligence ) with a bottom-up processing ( use to the hierarchical structures level ).In conconcretely, We are researched for a hand sketched image and color images. We propose new knowledges for the model, algorithms, knowledge structures ; by use the top-down knowledges, user interaction.In a methodicaly, We operate many kinds of experiments such as connectionist-model, intelligent filing by use the multi-media network.