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Generating Summaries and Visualization for Large Collections of Geo-referenced Photographs

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Generating Summaries and Visualization for Large Collections of Geo-referenced Photographs Alexander Jaffe*, Mor Naaman *, Tamir Tassa † , Marc Davis $ *Yahoo! Research Berkeley † Open University of Israel $ Yahoo! Research
Attraction Map of Paris ,[object Object],[object Object]
Attraction Map of London ,[object Object]
Information Overload? ,[object Object]
Overview ,[object Object],[object Object],[object Object],[object Object],[object Object],[object Object]
Problem Definition ,[object Object],[object Object],[object Object],[object Object],[object Object],[object Object]
Issues to Tackle ,[object Object],Whatever, color, city, spectrum, santa barbara, california, usa, Lookatme, Herbert Bayer Chromatic Gate ,[object Object],[object Object],[object Object],[object Object]
Intuition ,[object Object],[object Object]
(Very) Simple Example
Algorithm Overview ,[object Object],[object Object],[object Object]
The Clustered Return of the (Very) Simple Example! 4, 6, 5 8,7 4,8,6,5,7 20 10
Generating a Summary ,[object Object],[object Object]
Generating Cluster Scores ,[object Object],[object Object],[object Object],[object Object],[object Object]
Tag Distinguishability ,[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],Read the damn paper!
Summary of San Francisco Golden Gate Bridge TransAmerica AT&T Baseball Park Golden Gate Twin Peaks Golden Gate Bay Bridge Ocean Beach Chinatown
Progress Bar (almost done) ,[object Object],[object Object],[object Object],[object Object],[object Object],[object Object]
Tag Maps ,[object Object],[object Object],[object Object],Can be used to visualize the dataset!
Tag Maps
Tag Maps
Ok, how do we evaluate this? ,[object Object],[object Object],[object Object],[object Object]
Maybe we have time for a demo
Maybe we have time for Q’s ,[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object]

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