A visual object counter based on a multimodal data association for embedded systems with limited computational power

A visual object counter based on a multimodal data association for embedded systems with limited computational power

A low complex but highly-efficient object counter algorithm is presented that can be embedded in hardware with a low computational power. This is achieved by a novel soft-data association strategy that can handle multimodal distributions.

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Bibliographische Detailangaben
Hauptverfasser: del-Blanco, C. R., Jaureguizar, F., Garcia, N.
Format: Tagungsbericht
Sprache:eng
Schlagworte:
Accuracy
Bayesian methods
Cameras
Consumer electronics
Estimation
Radiation detectors
Real time systems
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Beschreibung
Zusammenfassung:A low complex but highly-efficient object counter algorithm is presented that can be embedded in hardware with a low computational power. This is achieved by a novel soft-data association strategy that can handle multimodal distributions.
ISSN:2158-3994
2158-4001
DOI:10.1109/ICCE.2012.6161961