Smart collaboration in camera networks
W. J. Jansen, Suleyman Malki, Lambert Spaanenburg, Richard P. Kleihorst · 2010
Digital vision processing becomes more portable and vision sensors steadily drop in price. Together this leads to vision innovations for 3-D and higher tasks ranging from the stand-alone intelligent camera to the smart collaboration of casual sensors. Local intelligent operations will bring out features, on which information can be exchanged globally. This fuses by means of a modular neural network. The paper discusses methods for overall distributed systems training that differ in the handling of communication bandwidth issues. It illustrates how artifacts due to abnormal emergent behavior can be avoided.