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A model-based self-adaptive approach to image processing

机译:基于模型的图像处理自适应方法

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摘要

Implementing image-processing systems can require significant effort and resources due to information volume and algorithm complexity. Model Integrated Computing (MIC) based image processing systems show promise in supporting solutions of these complex problems. While MIC has contributed to the advancement of performing complex image processing tasks on parallel-embedded systems, it has not addressed a challenging class of algorithms that adapt the image-processing algorithm based on the information or state of the image processing system. This proposed effort addresses creating an adaptive image-processing environment based on MIC that allows solutions of complex image processing problems to be built and executed rapidly. This effort will involve creating a new modeling representation for image processing adaptation mechanisms. The proposed MIC-based adaptive image-processing environment will generate a solution given the modeling constraints and execute it on a number of hardware architectures.
机译:由于信息量和算法复杂性,实现图像处理系统可能需要大量的努力和资源。基于模型集成计算(MIC)的图像处理系统显示支持这些复杂问题的解决方案。虽然MIC已经有助于在并行嵌入式系统上执行复杂图像处理任务的推进,但它没有解决基于图像处理系统的信息或状态来调整图像处理算法的具有挑战性的算法。这一提出的工作地址地址基于MIC创建自适应图像处理环境,允许快速构建和执行复杂图像处理问题的解决方案。这项努力将涉及为图像处理适应机制创建新的建模表示。所提出的基于麦克风的自适应图像处理环境将生成给定对建模约束的解决方案并在多个硬件架构上执行它。

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