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I don't think that cascade classifier will help you. AFAIK your task is called Scene Understanding, but I don't know what to recommend to you. I've seen this project, and results are looking promising, but it seems they're using 3D data. Here is another project: http://www.cs.uiuc.edu/homes/dhoiem/projects/context/index.html.
