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Experimental evaluation of a people detection algorithm in dynamic environments (2009)

by D L Rizzini, S Caselli
Venue:In ICRA
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A human detection system for proxemics interaction

by Xiao Wang, Xavier Clady, Consuelo Granata - In Proceedings of the 6th Int. Conf. on Human-Robot Interaction (HRI , 2011
"... In this paper, we present a human detection system for a domestic robot. A 2D laser scanner based leg detector and a vision based body detector are combined using a grid fusion strategy. This approach has been evaluated on a domestic robot. Furthermore, we propose a methodology to evaluate it in rel ..."
Abstract - Cited by 1 (0 self) - Add to MetaCart
In this paper, we present a human detection system for a domestic robot. A 2D laser scanner based leg detector and a vision based body detector are combined using a grid fusion strategy. This approach has been evaluated on a domestic robot. Furthermore, we propose a methodology to evaluate it in relation to proxemics that could be generalized to other robot's perceptive functions.
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...erstosrelatesthesreliabilitysevaluations(givensthrough ROC curves) to proxemics. Most research provide onlysthe global ROC curve [15], or even just a table of correct positivesand false negative rate =-=[2,1,8,12,18]-=-.sOur protocol demonstratessclearlysthesefficientlysandsthescomplementaritysofsthesusedssensor's configuration and algorithms.s2. DETECTION ALGORITHMS 2.1 Probability Grid Wesproposestosmergesthesdata...

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