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Active Query Sensing for mobile location search.  Felix X. Yu, Rongrong Ji, Shih-Fu Chang  In Proceeding of ACM International Conference on Multimedia (ACM MM), full paper     November, 2011   [pdf][poster][slides][project page]  

While much exciting progress is being made in mobile visual search, one important question has been left unexplored in all current systems. When the first query fails to find the right target (up to 50% likelihood), how should the user form his/her search strategy in the subsequent interaction? We propose a novel Active Query Sensing system to suggest the best way for sensing the surrounding scenes while forming the second query for location search. This work may open up an exciting new direction for developing interactive mobile media applications through innovative exploitation of active sensing and query formulation.