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Early vision network for a moving eye: dynamic contrast and motion detection

机译:动眼的早期视觉网络:动态对比度和运动检测

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Abstract: We present a biologically-inspired early vision network that is well-suited to highly active and responsive vision platforms. The network exploits normally undesirable camera motion as a necessary step in detecting image contrast. It also detects visual motion, producing distinctive signals from which useful image motion parameters are extracted. The network remains sensitive over a very wide dynamic range of inputs, and has self- calibrating properties that make it amenable to analog VLSI implementation. The results also support the hypothesis that vertebrate cones function primarily as detectors of contrast and motion, rather than intensity. Experiments verify that naturally occurring jitter in a motor-mounted camera, instead of being avoided, can be exploited in early visual processing.!18
机译:摘要:我们提出了一种生物学启发的早期视觉网络,非常适合高度活跃和反应迅速的视觉平台。网络通常将不希望的相机运动作为检测图像对比度的必要步骤。它还检测视觉运动,产生独特的信号,从中提取有用的图像运动参数。该网络在非常宽的动态输入范围内仍保持敏感状态,并具有自校准特性,使其适合模拟VLSI实现。结果还支持这样的假设,即脊椎动物视锥细胞主要充当对比和运动检测器,而不是强度检测器。实验证明,在早期的视觉处理中,可以利用在电动摄像机中自然发生的抖动,而不是避免抖动,来加以利用!18

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