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Geographic location is a powerful property for organizing large-scale photo collections, but only a small fraction of online photos are geo-tagged. Most work in automatically estimating geo-tags from image content is based on comparison against models of buildings or landmarks, or on matching to large reference collections of geotagged images. These approaches work well for frequentlyphotographed places like major cities and tourist destinations, but fail for photos taken in sparselydoi:10.1109/wacv.2015.79 dblp:conf/wacv/LeeZC15 fatcat:dx5wegtgindrlilrjtdokrsjju