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A retina-inspired robust on-focal-plane multi-band edge-detection scheme for CMOS image sensors

机译:CMOS图像传感器的视网膜启动稳健的焦点平面多带边缘检测方案

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An edge-detection scheme suitable for machine vision and digital motion detection applications is presented. The scheme is inspired by the human visual system (human retina) and modified for a compact and scalable CMOS hardware implementation. In addition, pixel circuit and implementation of the scheme on a CMOS focal-plane are proposed and simulation results are presented. The circuit performs thresholding and single-bit quantization of high-frequency image content over multiple frequency bands using a low-complexity down-sampling scheme. As a result, a 1-bit per pixel output is obtained which results in efficient edge-detection of the image content. Depending on the number of the utilized frequency bands, the presented scheme achieves image compression levels that range from 1 BPP (bit-per-pixel) to 1.33 BPP. The proposed acquisition technique and the corresponding CMOS circuit can easily be adjusted to various imaging applications and scaled towards new CMOS technology nodes and high resolution image sensors.
机译:适用于机器视觉和数字运动检测应用中的一个的边缘检测方案。该方案是由人的视觉系统(人视网膜)的启发和改性紧凑且可扩展的CMOS硬件实现。此外,像素电路和执行上的CMOS焦平面方案的提出和仿真结果。该电路执行阈值处理和高频图像内容并且使用低复杂度的降采样方案多个频带的单比特量化。其结果是,获得了每像素1比特输出,在图像内容的高效的边缘检测结果。取决于所使用的频带的数量,所提出的方案实现了图像压缩等级,从1 BPP(比特每像素)至1.33 BPP的范围内。所提出的采集技术和相应的CMOS电路可容易地调节到各种成像应用和朝向新的CMOS技术节点和高分辨率图像传感器缩放。

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