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An Improved Approach to Fault Tolerant Rank Order Filtering on a SIMD Mesh Processor

机译:SIMD网格处理器上的一种改进的容错等级顺序过滤方法

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This paper presents an approach for the fault tolerant computation of the rank order filtering on a SIMD (Single Instruction Multiple Data) mesh processor, such as the MasPar. The proposed approach improves over a previous approach [12] in two respects: by changing the data dependency in the execution of the rank order filtering, a new algorithm with constant execution time complexity can be designed; and by introducing a dependency for the rank values of faulty PEs as computed by neighboring (fault free) processing elements (PEs), a lower distortion can be achieved for enhancement of the image.
机译:本文提出了一种在诸如MasPar的SIMD(单指令多数据)网格处理器上进行秩排序滤波的容错计算方法。所提出的方法在两个方面都比以前的方法[12]有所改进:通过改变秩排序过滤的执行中的数据依赖性,可以设计一种具有恒定执行时间复杂度的新算法;并且通过引入对由相邻(无故障)处理元件(PE)计算出的故障PE的等级值的依赖性,可以实现较低的失真以增强图像。

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