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Reference satellite image (O¨tztal re- gion). Historical aerial photo from May 1945. Result ofmanualgeoreferencing. Reference satellite image (Vienna, 21st district). Historical aerial photo from November1943. Result of manualgeoreferencing. Figure1: Twoexamples illustrating theprocessofmanuallygeoreferencinghistoricalaerialphotosby image registration.1 References [1] Saleema Amershi, James Fogarty, Ashish Kapoor, and Desney S Tan. Effective end-user inter- action with machine learning. In AAAI Conference on Artificial Intelligence, pages 1529–1532, 2011. [2] A. Ardeshir Goshtasby. Robust parameter estimation. In Image Registration: Principles, Tools andMethods, pages313–341. Springer, 2012. [3] Andrew E Hooper. Unexploded Ordnance (UXO): The Problem. Detection and Identification of VisuallyObscured Targets, page1,1998. [4] David G Lowe. Distinctive image features from scale-invariant keypoints. International Journal of ComputerVision, 60(2):91–110, 2004. [5] Barbara Zitova and Jan Flusser. Image registration methods: a survey. Image and Vision Com- puting, 21(11):977–1000, 2003. 1Historical photos areprovidedbyLuftbilddatenbank Dr. Carls GmbH. 20