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This paper proposes a new method of feature extraction called two-dimensional optimal feature transform (2D-OFT) useful for appearance based object recognition. The 2D-OFT method provides a better discrimination power between classes by maximizing the distance between class centers and minimizing the intra-class distance. We first argue that the proposed 2D-OFT method works in the row direction of...
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