Title :
Multiple laser dot detection and localization within an attention driven sensor fusion framework
Author :
Rekeczky, Csaba ; Timar, Gergely
Author_Institution :
Eutecus Inc., Berkeley, CA, USA
Abstract :
We describe laboratory experiments within an attention driven conceptual framework for sensor fusion based on two very different topographic sensors: an ultra-high frame rate low resolution and a high frame rate large resolution visual sensor array. Multiple laser dot detection and localization has been considered with the aim of maximizing the detection probability, temporal rate and spatial resolution. We could show that in a specific setup relying on a newly designed cellular visual system a robust error free detection can be achieved for 6 targets running above 1000 fps and achieving a sub-pixel resolution in spatial precision.
Keywords :
cellular neural nets; computer vision; sensor fusion; attention driven conceptual framework; attention driven sensor fusion framework; cellular visual system; multiple laser dot detection; multiple laser dot localization; topographic sensors; visual sensor array; Cellular neural networks; Computer architecture; Digital signal processing; Laser fusion; Sensor arrays; Sensor fusion; Sensor phenomena and characterization; Spatial resolution; Testing; US Department of Transportation;
Conference_Titel :
Cellular Neural Networks and Their Applications, 2005 9th International Workshop on
Print_ISBN :
0-7803-9185-3
DOI :
10.1109/CNNA.2005.1543203