Title :
Sensor integration in associative visual structures
Author :
Ancona, Fabio ; Parodi, Giancarlo ; Zunino, Rodolfo
Author_Institution :
D.I.B.E. - Dept. of Biophysical and Electronic Engineering, University of Genova Via all´Opera Pia 11a, 16145 Genova, Italy
Abstract :
The paper describes the use of associative models for integrating different sensors. Integrated associative structures are outlined and related to previous approaches; the enhanced robustness resulting from the integration of Associative Memories (AMs) and Neural Networks (NNs) is shown. Discussion then focuses on how different information sources can cooperate on associative visual recognition. Experimental results on real-image testbeds are reported, which confirm theoretical expectations.
Keywords :
Artificial neural networks; Associative memory; Crosstalk; Noise; Robustness; Training; Visualization;
Conference_Titel :
European Signal Processing Conference, 1996. EUSIPCO 1996. 8th
Conference_Location :
Trieste, Italy
Print_ISBN :
978-888-6179-83-6