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The iterative closest point (ICP) algorithm is efficient to register point sets, but it is easily trapped into a local minimum. The difficulties of obtaining an optimal minimum are the variety of the transformation and finding a suitable initial value. This paper introduces an inequality constraint of the rotation angle into the least square model for 2D point set registration problem and then solves...
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