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  MULTIMODAL LOCALIZATION OF A FLYING BAT

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by Kaushik Ghose A, Dmitry Zotkin B, Ramani Duraiswami B, Cynthia F. Moss A
http://www.umiacs.umd.edu/~ramani/pubs/batmultimodal.pdf
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Abstract:

In this paper we present a new multimodal system that combines stereoscopic and audio-based source localization to perform behavioral studies on a flying bat. Also presented are novel algorithms for audio source localization. The bat was allowed to fly in an anechoic flight room and monitored by two high speed video cameras. The vocalizations of the bat were simultaneously recorded from six microphones. The data was then processed offline to localize the source and reconstruct the trajectory of the bat. We compare the performance of the localization algorithm with the position data obtained from steroscopic pictures of the bat. The results confirm that the stereoscopic analysis and the audio localization are in good agreement. This system opens up new possibilities for performing multimodal research, and developing more tightly integrated algorithms. 1.

Citations

29 Closed-form least-squares source location estimation from range-difference measurements – Smith - 1987
11 An audio-video front-end for multimedia applications – Zotkin, Duraiswami, et al.
8 An improved algorithm for discrete l1 linear approximation – Barrodale, Roberts - 1973
4 A robust method for speech signal time-delay estimation in reverberant rooms – Feitelson - 1996
2 Exact solutions for the problem of source location from measured time differences of arrival – Duraiswami, Zotkin, et al. - 1999
1 Hearing by bats – ed - 1995