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Compact real-time image processor for moving object tracking

机译:紧凑的实时图像处理器,用于移动物体跟踪

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Abstract: Latency time and hardware compactness are two important problems of real-time image processors for moving object tracking. We have developed a compact self-contained real-time image processor that is implemented on a single double-height VME board. The processor can execute major processing steps for moving object tacking during a single video field time. These steps are preprocessing, binarizing, labeling, feature extraction, and feature evaluation. We can obtain sorted feature vectors simultaneously when image data is read out from a sensor. Here a feature vector represents areas, centroid, and maximum intensity of each connected region in a binarized image. Some conventional image processors can execute the above steps individually in real-time and thread some steps in a pixel pipeline manner. However it is difficult to integrate feature extraction and feature evaluation in a pixel pipeline path. For real-time execution of all steps we focused on new architecture particularly for the latter three steps. To minimize the hardware we have developed three ASICs: labeler, feature accumulator, and sorter. To make our processor self-contained and scalable, it has an on- board micro processor, a digital video bus interface, and an RS232C port, and it is VME compatible in bus interface and mechanical dimension. !4
机译:摘要:延迟时间和硬件紧凑性是用于运动目标跟踪的实时图像处理器的两个重要问题。我们已经开发了一种紧凑的独立式实时图像处理器,该处理器在单个双高VME板上实现。处理器可以执行主要的处理步骤,以在单个视频场时间内移动目标物。这些步骤是预处理,二值化,标记,特征提取和特征评估。当从传感器读取图像数据时,我们可以同时获得排序的特征向量。在这里,特征向量表示二值化图像中每个连接区域的面积,质心和最大强度。一些常规的图像处理器可以实时地单独执行上述步骤,并且以像素管线方式对一些步骤进行处理。然而,难以将特征提取和特征评估集成在像素管线路径中。对于所有步骤的实时执行,我们专注于新架构,尤其是后三个步骤。为了最大程度地减少硬件,我们开发了三种ASIC:标记器,功能累加器和分类器。为了使我们的处理器具有独立性和可扩展性,它具有板载微处理器,数字视频总线接口和RS232C端口,并且在总线接口和机械尺寸方面与VME兼容。 !4

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