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Scheduling Irregular Dataflow Pipelines on SIMD Architectures
Streaming computations often exhibit substantial data parallelism that makes them well-suited to SIMD architectures. However, many such computations also exhibit irregularity, in the form of data-dependent, dynamic data rates, that makes efficient SIMD ...
How to speed Connected Component Labeling up with SIMD RLE algorithms
The research in Connected Component Labeling, although old, is still very active and several efficient algorithms for CPUs and GPUs have emerged during the last years and are always improving the performance. This article introduces a new SIMD run-based ...
SIMD-based Exact Parallel Fuzzy Dilation Operator for Fast Computing of Fuzzy Spatial Relations
For decades, fuzzy spatial relations have demonstrated their utility and effectiveness for visual reasoning, including semantic annotation and object recognition. However, a major issue is that they often involve fuzzy morphological operators that are ...