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There is no tracking information for the current branch. Please specify which branch you want to merge with. See git-pull(1) for details.

时间: 2023-08-12 09:53:35 浏览: 195

OLT.rar_The Show_libImlib2.so_libImlib2.so.1_parallel computer

We present a parallel implementation of a histogram-based particle filter for object tracking on smart cameras based on SIMD processors. We specifically focus on parallel computation of the particle weights and parallel construction of the feature histograms since these are the major bottlenecks in standard implementations of histogram-based particle filters. The proposed algorithm can be applied with any histogram- based feature sets—we show in detail how the parallel particle filter can employ simple color histograms as well as more complex histograms of oriented gradients (HOG). The algorithm was successfully implemented on an SIMD processor and performs robust object tracking at up to 30 frames per second—a performance difficult to achieve even on a modern desktop computer.

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