DocumentCode :
3745943
Title :
Seeing the Sound: A New Multimodal Imaging Device for Computer Vision
Author :
Andrea Zunino;Marco Crocco;Samele Martelli;Andrea Trucco;Alessio Del Bue;Vittorio Murino
Author_Institution :
Pattern Anal. &
fYear :
2015
Firstpage :
693
Lastpage :
701
Abstract :
Audio imaging can play a fundamental role in computer vision, in particular in automated surveillance, boosting the accuracy of current systems based on standard optical cameras. We present here a new hybrid device for acoustic-optic imaging, whose characteristics are tailored to automated surveillance. In particular, the device allows realtime, high frame rate generation of an acoustic map, overlaid over a standard optical image using a geometric calibration of audio and video streams. We demonstrate the potentialities of the device for target tracking on three challenging setup showing the advantages of using acoustic images against baseline algorithms on image tracking. In particular, the proposed approach is able to overcome, often dramatically, visual tracking with state-of-art algorithms, dealing efficiently with occlusions, abrupt variations in visual appearence and camouflage. These results pave the way to a widespread use of acoustic imaging in application scenarios such as in surveillance and security.
Keywords :
"Acoustics","Microphones","Optical imaging","Optical sensors","Target tracking","Array signal processing","Visualization"
Publisher :
ieee
Conference_Titel :
Computer Vision Workshop (ICCVW), 2015 IEEE International Conference on
Type :
conf
DOI :
10.1109/ICCVW.2015.95
Filename :
7406444
Link To Document :
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