Title :
Computing motion using analog VLSI vision chips: an experimental comparison among four approaches
Author :
Koch, Christof ; Moore, Andrew ; Bair, Wyeth ; Horiuchi, Timothy ; Bishofberger, Brooks ; Lazzaro, John
Author_Institution :
Comput. & Neural Syst. Program, California Inst. of Technol., Pasadena, CA, USA
Abstract :
The authors have designed, built and tested a number of analog CMOS VLSI circuits for computing 1D motion from the time-varying intensity values provided by an array of on-chip phototransistors. The authors present experimental data for three such circuits and discuss their relative performance. One circuit approximates the correlation model, one the gradient model, while a third chip uses resistive grids to compute zerocrossings to be tracked over time by a separate digital processor. All circuits integrate image acquisition with image processing functions and compute velocity in real time. Finally, for comparison, the authors also describe the performance of a simple motion algorithm using off-the-shelf components
Keywords :
CMOS integrated circuits; VLSI; analogue processing circuits; correlation methods; image processing equipment; motion estimation; 1D motion; analog CMOS VLSI circuits; analog VLSI vision chips; correlation model; experimental data; gradient model; image acquisition; image processing; motion algorithm; on-chip phototransistors; optical flow; relative performance; resistive grids; time-varying intensity values; zerocrossings; Analog computers; CMOS analog integrated circuits; Circuit testing; Computer vision; Image motion analysis; Military computing; Optical computing; Optical filters; System-on-a-chip; Very large scale integration;
Conference_Titel :
Visual Motion, 1991., Proceedings of the IEEE Workshop on
Conference_Location :
Princeton, NJ
Print_ISBN :
0-8186-2153-2
DOI :
10.1109/WVM.1991.212769