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This paper proposes a new ant colony algorithm and Powell Combination of multi-resolution search optimization algorithms. The algorithm mutual information as similarity measure based on wavelet multi-resolution strategy, ant colony algorithm combined with Powell method for three-dimensional CT, MR images were registration.