Title :
Focal-Plane Algorithmically-Multiplying CMOS Computational Image Sensor
Author :
Nilchi, Alireza ; Aziz, Joseph ; Genov, Roman
Author_Institution :
Dept. of Electr. & Comput. Eng., Univ. of Toronto, Toronto, ON
fDate :
6/1/2009 12:00:00 AM
Abstract :
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.
Keywords :
CMOS image sensors; data compression; discrete wavelet transforms; quantisation (signal); switched capacitor networks; video coding; 2D convolution; CMOS computational image sensor; binary-analog multiplication; binary-weighted summation; column-parallel multiplying analog-to-digital converters; concurrent quantization; cross-pixel column-parallel bit-level accumulation; discrete wavelet transform; frame differencing; programmable digital kernel; switched-capacitor integrators; video compression; video frames; CMOS image sensors; CMOS technology; Concurrent computing; Convolution; Discrete wavelet transforms; Image sensors; Kernel; Pixel; Quantization; Sampling methods; Block-matrix image transform; CMOS image sensor; focal-plane image processing; multiplying algorithmic ADC;
Journal_Title :
Solid-State Circuits, IEEE Journal of
DOI :
10.1109/JSSC.2009.2016693