Parallel Optimization of Super Pixel Algorithm SLIC
Xiaoqi Luo, Yuanjie Xing, Senhai Xu · 2022
Super pixel algorithm SLIC uses K-means mean clustering method to effectively generate super pixels. Compared with other super pixel algorithms, it is more efficient and improves the segmentation performance. In order to further improve its performance, the program is optimized from five major directions: compilation optimization, data structure optimization, loop vectorization, OpenMP parallel optimization and algorithm optimization.