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GPU Implementation of some Connected Component Labeling Algorithms
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victoroliv2/CCL-GPU
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Algorithms implemented for "A Study on Connected Components Labeling algorithms using GPUs", published on: Oliveira, V.M., Lotufo, R.A.: A study on connected components labeling algorithmsusing GPUs. In: SIBGRAPI. vol. 3, p. 4 (2010) ccl_uf.cu -> new algorithm described in the paper ccl_naive_prop.cu -> naive label propagation ccl_lequiv.cu -> label equivalence ccl_gold.cu -> ground truth for verification ccl_test.cu -> runs all 3 on the gpu (main function) generate_dataset.py -> download dataset used in the paper run.py -> runs ccl_test on the downloaded dataset spiral.py -> utilitity to create images with spirals I don’t have the sources for the CPU CCL implementation used in the paper because it is proprietary (it used SSE2, threads and hand-optimized assembly code).
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