Publication | Closed Access
A 100×100 pixel silicon retina for gradient extraction with steering filter capabilities and temporal output coding
69
Citations
17
References
2002
Year
Event CameraEngineeringComputer ArchitectureTimes/100 Pixel AnalogImage SensorImage AnalysisRetinaComputational ImagingVision SensorFilter CapabilitiesMachine VisionInformation TheoryOphthalmologyComputer EngineeringGradient ExtractionComputer ScienceVisual PathwayComputer VisionVlsi ArchitectureEye TrackingImage ProcessorSpatial GradientsPixel Silicon Retina
A 100/spl times/100 pixel analog very large scale integration retina is proposed to extract the magnitude and direction of spatial gradients contained in sensed images. The retina implements in a massively parallel fashion, at pixel level, an algorithm based on the concept of steerable filters to compute the gradients. An output rate of up to 1000 frames per second is achieved in a standard CMOS 0.5 /spl mu/m process. The retina provides address-event coded output on two asynchronous buses, one dedicated to the the gradient's direction and another to the gradient's magnitude. The gradient information is temporally ordered from the largest to the smallest gradient's magnitude. Rationales for such an order are borrowed from information theory. Precise timing of the address events is controlled by a decreasing threshold function, whose slope can be dynamically modified to regulate the data flow on the communication bus so as to reduce the number of collisions. Quantitative experimental results from a fully functional silicon demonstrator are presented.
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