Tobi Delbruck | |||||||||||
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We designed and tested a two-dimensional silicon receptor array
constructed from pixels that temporally high-pass filter the incident
image. There are no surround interactions in the array; all pixels
operate independently except for their correlation due to the input
image. The pixels compute the temporal derivative of the log intensity; thus, if the illumination varies over the image, only the derivatives of the reflectance are output, not the derivatives of the absolute intensities.
The high-pass output signal is computed by sampling the output of an
adaptive, high-gain, logarithmic photoreceptor during the scanout of the
array. After a pixel is sampled, the output of the pixel is reset to a
fixed value. An interesting capacitive coupling mechanism results in a
controllable high-pass filtering operation. The pixel looks like this:
The resulting array has very low offsets. The computation that the
array performs may be useful for time-domain image processing, for
example, motion computation.
In the movie, note how the low contrast features like the lines on the
back of hand stand out sharply. These features would have been invisible
against a salt and pepper built-in static noise if the receptors were
not adaptive high pass, high gain devices.
See the 2006 work on the asychronous transient silicon retina for other work on time-domain vision.
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