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A PWM-Mode Pixel-Parallel Image-Processing Circuit Performing Directional State-Propagation and Its Application to Subjective Contour Generation

机译:执行方向状态传播的PWM模式像素并行图像处理电路及其在主观轮廓生成中的应用

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摘要

As an approach to constructing highly organized and intelligent image recognition systems mimicking the visual architecture in the human brain, we have designed an image processing circuit that performs a directional pixel-state propagation algorithm based on a pixel-parallel architecture using pulse-width modulation (PWM) signals. Directional pixel-state propagation can be used for subjective contour generation, which is a typical function of the visual system in the human brain to fill gaps in natural-image information. A PWM-mode circuit can provide more compact circuit configuration than digital circuits, and can achieve focal-plane analog processing by combining with image sensors without A/D converters. Such circuits are suitable for repetitive algorithms, which require offset-free arithmetic. The proof-of-concept LSI chip has been designed and fabricated using a 0.25 m mixed-signal CMOS process. There are 35 35 processing units included in the chip, the operation cycle time for propagation step is 2.2 s, and the power consumption is 363 mW at a supply voltage of 3.3 V. In experiments using this LSI chip, we have successfully generated subjective contours of Kanizsa figures.
机译:作为构建模仿人脑视觉架构的高度组织和智能的图像识别系统的方法,我们设计了一种图像处理电路,该电路基于使用脉冲宽度调制的像素并行架构执行定向像素状态传播算法( PWM)信号。方向性像素状态传播可用于主观轮廓生成,这是人脑视觉系统填补自然图像信息空白的典型功能。 PWM模式电路可以提供比数字电路更紧凑的电路配置,并且可以通过结合不带A / D转换器的图像传感器来实现焦平面模拟处理。这样的电路适用于需要无偏移算法的重复算法。概念验证的LSI芯片是使用0.25 m混合信号CMOS工艺设计和制造的。芯片中包含35 35个处理单元,传播步骤的操作周期为2.2 s,电源电压为3.3 V时功耗为363 mW。在使用该LSI芯片进行的实验中,我们成功生成了主观轮廓Kanizsa的数字。

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