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Tinne Tuytelaars, Christoph H. Lampert, Matthew B. Blaschko, Wray L. Buntine. Unsupervised Object Discovery: A Comparison. International Journal of Computer Vision, 88(2):284-302, 2010. [doi]
Abstract is missing.