We present a novel algorithm to cope with appearing and disappearing points for the projective registration of free-form surfaces. The novel method combines the ICP algorithm with FOE theory for the effective elimination of false matches. Experimental results based on both synthetic data and real images show that the proposed algorithm is accurate and robust.
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