Speed ranges accommodated by network architectures of elementary velocity estimators
Spiridon H. Courellis, Vasilis Z. Marmarelis · Proceedings of SPIE, the International Society for Optical Engineering/Proceedings of SPIE · 1991
Neural network architectures employing units called elementary velocity estimators to extract motion (direction and speed) from visual information have been considered. Design guidelines to determine the various parameters of units as different layers, given a set of specification, have been provided. In particular, the range of speeds that each unit or layer can accommodate has been explored. Furthermore, design methods have been introduced to determine the unit and the layer parameters for a specific range of speeds to be accommodated.