|
|
|
| Image Texture Feature Extraction Research Based on Graph Theory Glowworm Search |
| XIONG Juan,WEN Hua |
| Huanghuai University, Zhumadian, Henan 463000, China |
|
|
|
|
Abstract In order to improve the precision of image texture feature extraction,Graph Theory Glowworm Search algorithm(GTGS) was proposed.Firstly, glowworm was distributed based on hierarchical architecture of graph theory;Secondly, glowworm was updated with differential operation,and moved by roulette wheel method,Euclidean distance was computed each attractiveness of glowworm;Thirdly, dynamic moving length was determined with success and failure of glowworm; Finally, image texture feature extraction model was established and algorithm was given. Simulation shows that GTGS algorithm precision is better, time is less.
|
|
Received: 04 March 2015
Published: 22 March 2016
|
|
|
|
|
|
［1］王雅琳.基于灰度共生矩阵的人群密度估计算法研究［D］.陕西:西安科技大学,2013.
［2］张涛,崔长彩,叶瑞芳,等.表面纹理的空间参数表征及在磨粒可控排布砂轮表面的应用［J］.计量学报,2014,35(5):425-429.
［3］王志社,杨风暴,陈磊,等.基于纹理分割和Top-Hat变换的合成孔径雷达与可见光图像增强融合［J］.光学学报,2014,34(10):1010002.
［4］华文深,马左红,张悦.基于HVS的小波域信息隐藏方法［J］.光学技术,2013,39(1):63-67.
［5］刘嘉敏,李连泽,周晓莉,等.融合Gabor小波和双层LLE的人耳图像识别［J］.光电工程,2014,41(7):31-36.
［6］殷明,白瑞峰,邢燕,等.基于非下采样双树复小波域的双变量模型去噪算法［J］.光子学报,2014,43(10):1010004.
［7］王晓霞,赵立华,邹平华,等.基于图论的空间热网拓扑结构［J］.计算物理,2014,31(2):207-215.
［8］李咏梅,周永权,韦军.用于函数优化的层次结构萤火虫群算法［J］.应用科学学报,2012,30(4):391-396.
［9］荆绿英,宋宏,吕希胜,等.基于改进萤火虫群算法的混合生产排产方法研究［J］.制造业自动化,2014,36(6):4-8,14.
［10］周季华,叶春明.应用萤火虫算法求解置换流水线问题［J］.计算机应用研究,2013,30(1):152-154.
［11］张军丽,周永权.一种用Powell方法局部优化的人工萤火虫算法［J］.模式识别与人工智能,2011,24(5):680-684.
［12］莫愿斌,刘付永,张宇楠.带高斯变异的人工萤火虫优化算法［J］.计算机应用研究,2013,30(1) :121-123.
［13］陈恺,陈芳,戴敏,等.基于萤火虫算法的二维熵多阈值快速图像分割［J］.光学精密工程,2014,22(2):517-523. |
|
|
|
2016, Vol. 37 
