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Adaptive Block Compressive Sensing: Toward a Real-Time and Low-Complexity Implementation

Adaptive Block Compressive Sensing: Toward a Real-Time and Low-Complexity Implementation

Adaptive block-based compressive sensing (ABCS) algorithms are studied in the context of the practical realization of compressive sensing on resource-constrained image and video sensing platforms that use single-pixel cameras, multi-pixel cameras or focal plane processing sensors. In this paper, we introduce two novel ABCS algorithms that are suitable for compressively …