Study of Digital Pattern Generation Method Based on Fractal Brown Model

doi:10.3969/j.issn.1000-1093.2016.01.026

Abstract

Abstract: Painting camouflage is an important camouflage technique. Digital camouflage is an effective means against high-resolution imaging reconnaissance. How to achieve the effectiveness，precision and intelligence of camouflage design technology is always a reseach focus. The texture features of background image are extracted based on FBM fractal dimension estimation method, and the dominant color features of background image are extracted based on pyramid structure fuzzy C-means cluster (FCM) clustering algorithm. The digital camouflage patterns conforming to the characteristics of background are generated based on the improved diamond-square algorithm. The simulation results show that the proposed algorithm is used to achieve the preferable results of pattern generation in desert, jungle, forest land backgrounds.

Key words: ordnance science and technology, camouflage, pattern design, fractal, fuzzy C-means cluster

CLC Number:

E951.4

CAI Yun-xiang， XUE Shi-qiang， ZHOU Zhi-yong， HUANG Yun. Study of Digital Pattern Generation Method Based on Fractal Brown Model[J]. Acta Armamentarii, 2016, 37(1): 186-192.

References

［1］胡江华. 伪装技术［M］. 北京：国防工业出版社, 2012.
HU Jiang-hua. Camouflage technology［M］. Beijing: National Defense Industry Press, 2012. (in Chinese)
［2］徐英. 基于背景代表色提取的迷彩伪装颜色选取算法［J］. 光电工程, 2007,34(1):100-103.
XU Ying. Camouflage color selection based on dominant color extraction［J］. Opto-Electronic Engineering,2007,34(1):100-103. (in Chinese)
［3］秦建飞,胡江华,杨高峰. 仿造迷彩颜色确定的一种新方法［J］.解放军理工大学学报: 自然科学版, 2011,12(1):75-78.
QIN Jian-fei,HU Jiang-hua,YANG Gao-feng. Determination method of imitated pattern painting color［J］.Journal of PLA University of Science and Technology:Natural Science Edition, 2011,12(1): 75-78.(in Chinese)
［4］喻钧,杨武侠,胡志毅. 数码迷彩的生成算法研究［J］. 光电工程, 2010,37(11):110-114.
YU Jun, YANG Wu-xia, HU Zhi-yi. Research of digital camouflage generation algorithm［J］. Opto-Electronic Engineering,2010,37(11):110-114.(in Chinese)
［5］刘尊洋,王自荣,余大斌. 塔型FCM和CIEDE2000的仿造迷彩主色提取方法［J］. 红外与激光工程, 2010,37(2):367-371.
LIU Zun-yang, WANG Zi-rong, YU Da-bin. Extracting dominant colors of imitative pattern painting with CIEDE2000 and pyramid FCM［J］.Infrared and Laser Engineering,2010,37(2):367-371.(in Chinese)
［6］张勇,吴文健,刘志明. 基于改进K均值聚类分析的迷彩伪装色选取［J］. 计算机工程与应用. 2009,45(6):210-212.
ZHANG Yong, WU Wen-jian, LIU Zhi-ming.Camouflage color selection based on improved K-means clustering［J］. Computer Engineering and Applications,2009,45(6):210-212.(in Chinese)
［7］初苗,田少辉,余隋怀，等. 融合视觉感知和等周理论的数码迷彩纹理提取［J］. 计算机工程与应用,2014,50(6):148-152,178.
CHU Miao, TIAN Shao-hui, YU Sui-huai, et al. Extraction algorithm for digital camouflage texture fused of human visual perception and isoperimetric theory［J］. Computer Engineering and Applications, 2014,50(6):148-152,178. (in Chinese)
［8］卢军,李杨,赵康僆，等. 基于主色共生矩阵法的数码迷彩纹理特征提取［J］. 计算机工程,2011,37(7):246-248.
LU Jun, LI Yang,ZHAO Kang-lian，et al. Digital camouflage texture feature extraction based on dominant colors and cooccurrence matrix［J］. Computer Engineering,2011,37(7):246-24. (in Chinese)
［9］蔡云骧,秦建飞,吕振坚.基于视觉注意力模型的背景斑点提取方法［J］. 光学技术,2010,36(2):302-306.
CAI Yun-xiang, QIN Jian-fei, LYU Zhen-jian. A method to extract the pattern from background based on visual attention model［J］.Optical Technique,2010,36(2):302-306.(in Chinese)
［10］贾其,吕绪良,吴超. 马尔科夫随机场和金字塔模型用于数字迷彩图案设计［J］. 应用科学学报,2012,30(6):624-628.
JIA Qi, LYU Xu-liang, WU Chao. Application of Markov random field and pyramid structure in the design of digital pattern painting［J］. Journal of Applied Sciences, 2012,30(6):624-628. (in Chinese)
［11］李丽,王兴宾,张卫国. 基于纹理特征的猫眼效应目标识别方法［J］. 光子学报, 2014,43(2):131-141.
LI Li , WANG Xing-bin , ZHANG Wei-guo. A recognition method of “cat-eye” effect target based on texture character［J］. Acta Photonica Sinica,2014,43(2):131-141. (in Chinese)
［12］ Pentland P. Fractal-based description of natural scenes［J］. IEEE Transactions on Pattern Analysis and Machine Intelligence,1984,6(6):661-674.
［13］ Gangepain J J, Roques-Carmes C. Fractal approach to two dimensional and three dimensional surface roughness［J］. Wear, 1986,109(1-4):119-126.
［14］ Voss R F. Random fractals:characterization and measurement［M］. Pynn R, Skjeltorp A. Scaling Phenomena in Disordered Systems. Plenum, New York: Springer, 1985.
［15］ Sarkar H, Chaudhuri B B. An efficient approach to estimate fractal dimension of texture images［J］. Pattern Recognition, 1992,25(9):1035-1041.
［16］ Sarkar H, Chaudhuri B B. An efficient differential box-counting fractal dimension of textural images［J］. IEEE Transactions on Systems, Man, and Cybernetics, 1994,24(1):115-120.
［17］王华,王祁,孙金玮. 基于自相关函数的自然纹理图像分形维数的估计［J］. 北京航空航天大学学报, 2004,30(8):718-722.
WANG Hua, WANG Qi, SUN Jin-wei. Auto-correlation fun-ction based estimation of the fractal dimension of natural texture images［J］. Journal of Beijing University of Aeronautics and Astronautics,2004,30(8):718-722.(in Chinese)
［18］ Mandelbrot B B, Van Ness J W. Fractional Brownian motions, fractional noises and applications［J］. SIAM Review, 1968,10(4): 422-437.
［19］俞静,石晶晶. 基于分形理论的三维模拟地形仿真［J］. 成都大学学报:自然科学版,2011,30(3):249-252.
YU Jing, SHI Jing-jing. Emulation of three-dimensional terrain based on fractal theory［J］. Journal of Chengdu University:Natural Science, 2011,30(3):249-252.(in Chinese)
［20］虞文俊,顾国华. 一种基于模糊C均值聚类和边缘提取算法的红外偏振图像的模式识别方法［J］. 光子学报,2013,42(10): 1244-1247.
YU Wen-jun, GU Guo-hua. A polarization image pattern recognition method based on fuzzy C-means clustering and edge detection algorithms［J］. Acta Photonica Sinica, 2013,42(10):1244-1247. (in Chinese)
［21］许卫东,吕绪良,陈兵,等. 一种基于纹理分析的伪装器材效果评价模型［J］. 兵工学报,2002,23(3)：329-331.
XU Wei-dong, LYU Xu-liang, CHEN Bing, et al. A model based on texture analysis for the preformance evaluation of camouflage screen equipment［J］. Acta Armamentarii, 2002,23(3):329-331.(in Chinese)

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