Multi-level SLIC superpixels segmentation method based on edge detection operator
Ni Sen, Dongmei Fu, Tao Yang · Proceedings of SPIE, the International Society for Optical Engineering/Proceedings of SPIE · 2016
Simple linear iterative clustering (SLIC) super-pixel algorithm for its excellent performance and efficient border holding computational efficiency is widely used in image processing. But with the increase of the number of super-pixels, there will be a lot of redundancy in the image merging process. In this paper, we propose a multi-level super-pixels method based SLIC algorithm, which focuses on the target area to set up edge detection operator for generating multi-level super-pixels. Simulation results show that the proposed method ensures the accuracy of extraction and improves the computational efficiency.