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The authors present a museum guidance system called PhoneGuide that uses widespread camera-equipped mobile phones for on-deviceobject recognition in combination with pervasive tracking. It provides additional location- and object-aware multimedia content to museum visitors, and is scalable to cover a large number of museum objects.