Focal-Plane Algorithmically-Multiplying CMOS Computational Image Sensor
The CMOS image sensor computes two-dimensional convolution of video frames with a programmable digital kernel of up to 8 times 8 pixels in parallel directly on the focal plane. Three operations, a temporal difference, a multiplication and an accumulation are performed for each pixel readout. A dual-...
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Veröffentlicht in: | IEEE journal of solid-state circuits 2009-06, Vol.44 (6), p.1829-1839 |
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Format: | Artikel |
Sprache: | eng |
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Zusammenfassung: | The CMOS image sensor computes two-dimensional convolution of video frames with a programmable digital kernel of up to 8 times 8 pixels in parallel directly on the focal plane. Three operations, a temporal difference, a multiplication and an accumulation are performed for each pixel readout. A dual-memory pixel stores two video frames. Selective pixel output sampling controlled by binary kernel coefficients implements binary-analog multiplication. Cross-pixel column-parallel bit-level accumulation and frame differencing are implemented by switched-capacitor integrators. Binary-weighted summation and concurrent quantization is performed by a bank of column-parallel multiplying analog-to-digital converters (MADCs). A simple digital adder performs row-wise accumulation during ADC readout. A 128 times 128 active pixel array integrated with a bank of 128 MADCs was fabricated in a 0.35 mum standard CMOS technology. The 4.4 mm times 2.9 mm prototype is experimentally validated in discrete wavelet transform (DWT) video compression and frame differencing. |
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ISSN: | 0018-9200 1558-173X |
DOI: | 10.1109/JSSC.2009.2016693 |