IEEE Journal of Solid-State Circuits · 2008 · 2.4K citations · 29 references
ComputingComputer ScienceComputer SystemsComputer VisionSensorsVisual PerceptionDigital Image ProcessingImage ProcessingImage SensorsTemporal Contrast SensitivityTemporal VisionAsynchronous SystemsCmos Image SensorsImage Sensor TechnologyLow-latency SensingPower ConsumptionReflectanceSwitched-capacitor CircuitsTemporal Contrast Processing
This paper describes a 128 times 128 pixel CMOS vision sensor. Each pixel independently and in continuous time quantizes local relative intensity changes to generate spike events. These events appear at the output of the sensor as an asynchronous stream of digital pixel addresses. These address-events signify scene reflectance change and have sub-millisecond timing precision. The output data rate depends on the dynamic content of the scene and is typically orders of magnitude lower than those of conventional frame-based imagers. By combining an active continuous-time front-end logarithmic photoreceptor with a self-timed switched-capacitor differencing circuit, the sensor achieves an array mismatch of 2.1% in relative intensity event threshold and a pixel bandwidth of 3 kHz under 1 klux scene illumination. Dynamic range is > 120 dB and chip power consumption is 23 mW. Event latency shows weak light dependency with a minimum of 15 mus at > 1 klux pixel illumination. The sensor is built in a 0.35 mum 4M2P process. It has 40times40 mum <sup xmlns:mml="http://www.w3.org/1998/Math/MathML" xmlns:xlink="http://www.w3.org/1999/xlink">2</sup> pixels with 9.4% fill factor. By providing high pixel bandwidth, wide dynamic range, and precisely timed sparse digital output, this silicon retina provides an attractive combination of characteristics for low-latency dynamic vision under uncontrolled illumination with low post-processing requirements.
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A 10000 frames/s CMOS digital pixel sensor
S. Kleinfelder, SukHwan Lim, Xinqiao Liu et al. · IEEE Journal of Solid-State Circuits · 2001 · 345 citations
Engineering, Computer Engineering, Electrical Engineering +17
Adaptive photoreceptor with wide dynamic range
Tobi Delbrück, Carver Mead · 2002 · 184 citations