Detection of Man-made Structures in Natural Images

نویسنده

  • Tim Rees
چکیده

Object detection in images is a very active research topic in many disciplines. Probabilistic methods have been applied to the problem with varying degrees of success. A logistic classifier, Markov random field (MRF), and discriminative Random Field (DRF) were used for the detection of man-made structures in natural images. It was found that the MRF and DRF models were often improvements over the logistic model, but they introduced some false-positives. The Matlab framework developed during the course of the investigation should serve as an excellent staging ground for future explorations of many sub-problems.

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تاریخ انتشار 2004