生物启发视觉传感器

J. van der Spiegel, R. Etienne-Cummings, M. Nishimura
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引用次数: 8

摘要

本文首先简要讨论了作为三种视觉传感器模型的生物视觉系统。首先介绍了一种类似视网膜的CCD传感器,其计算特性嵌入在其结构中,然后介绍了一种CMOS跟踪传感器,该传感器由用于平滑追踪的中央凹和用于眼球运动控制的外围组成。该传感器集成了对数压缩、边缘检测、运动方向检测和质心定位。最后,讨论了一种用于图像特征检测的CMOS传感器。传感器以分层的方式提取较低级别的特征,如线的方向、线的停止和交点,类似于生物系统中简单和复杂的细胞所做的事情。
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Biologically inspired vision sensors
The paper starts with a brief discussion of the biological vision system that serves as a model for the three types of vision sensors described later on. A retina-like CCD sensor whose computational properties are embedded in its structure is described first, followed by a CMOS tracking sensor that consists of a fovea for smooth pursuit and a periphery for saccadic motion control. This sensor incorporates logarithmic compression, edge detection, direction-of-motion detection and centroid localization. Finally, a CMOS sensor for the detection of image features is discussed. The sensor extracts lower-level features, such as line orientation, line stops, and intersections, in a hierarchical fashion, similar to what the simple and complex cells do in the biological system.
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