Share Email Print
cover

Proceedings Paper

Multi-level SLIC superpixels segmentation method based on edge detection operator
Author(s): Sen Ni; Dongmei Fu; Tao Yang
Format Member Price Non-Member Price
PDF $14.40 $18.00

Paper Abstract

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.

Paper Details

Date Published: 25 October 2016
PDF: 7 pages
Proc. SPIE 10157, Infrared Technology and Applications, and Robot Sensing and Advanced Control, 101570F (25 October 2016); doi: 10.1117/12.2244267
Show Author Affiliations
Sen Ni, Univ. of Science and Technology Beijing (China)
Dongmei Fu, Univ. of Science and Technology Beijing (China)
Tao Yang, Univ. of Science and Technology Beijing (China)


Published in SPIE Proceedings Vol. 10157:
Infrared Technology and Applications, and Robot Sensing and Advanced Control

© SPIE. Terms of Use
Back to Top