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

机译:视网膜启发的鲁棒焦平面多频带边缘检测方案,用于CMOS图像传感器

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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:提出了一种适用于机器视觉和数字运动检测应用的边缘检测方案。该方案受到人类视觉系统(人类视网膜)的启发,并针对紧凑和可扩展的CMOS硬件实现进行了修改。此外,提出了像素电路及其在CMOS焦平面上的实现方案,并给出了仿真结果。该电路使用低复杂度下采样方案对多个频带上的高频图像内容进行阈值化和单比特量化。结果,获得每像素1位的输出,这导致图像内容的有效边缘检测。取决于所利用频带的数量,所提出的方案实现了从1 BPP(每像素比特)到1.33 BPP的图像压缩级别。所提出的采集技术和相应的CMOS电路可以轻松地适应各种成像应用,并可以扩展到新的CMOS技术节点和高分辨率图像传感器。

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