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Hemant D. Tagare, Murali Rao. Why Does Mutual-Information Work for Image Registration? A Deterministic Explanation. IEEE Trans. Pattern Anal. Mach. Intell., 37(6):1286-1296, 2015. [doi]
Abstract is missing.