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灰度纹理矩图像检索方法的研究与实现
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作者 陈平 杨新民 王利钢 《数字技术与应用》 2009年第10期145-146,共2页
本文出了基于局域傅里叶变换的灰度纹理矩,它的实现缩短了检索时间,提高了检索效率,检索效果也有了很大的提高,特别是对背景比较单一、物体背景层次分明的图片。尤其是再经过高斯归一化的Gabor小波方法检索效果得到了更大的提高。
关键词 灰度纹理矩 GABOR小波 高斯归一化
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基于小波变换的二值模式检索 被引量:1
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作者 王令 宋层 关履泰 《软件导刊》 2011年第3期63-66,共4页
提出了一种基于小波变换后的二值模式图像检索。把图像库里的图像通过小波变换压缩预处理,方便图像快速入库提取图像特征。选取二值模式技术处理,以便有效提取图像的特征进行检索。实验数据库采用Brodatz纹理图像库,对比了边缘拟合算法... 提出了一种基于小波变换后的二值模式图像检索。把图像库里的图像通过小波变换压缩预处理,方便图像快速入库提取图像特征。选取二值模式技术处理,以便有效提取图像的特征进行检索。实验数据库采用Brodatz纹理图像库,对比了边缘拟合算法,共生矩阵和灰度纹理矩检索图像的检索效率,得出小波变换后的二值模式检索效率较高。 展开更多
关键词 二值模式 图像检索 小波变换 共生 灰度纹理矩 检索效率
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Application of gray-tone difference matrix-based features of pavement macrotexture in skid resistance evaluation 被引量:6
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作者 苗英豪 陈广辉 +1 位作者 王文涛 宫秀青 《Journal of Southeast University(English Edition)》 EI CAS 2015年第3期389-395,共7页
This paper presents a method to characterize asphalt pavement macrotexture using the gray-tone difference matrix (GTDM)and discusses the potentials of the GTDM indicators for skid resistance evaluation.There are 37 ... This paper presents a method to characterize asphalt pavement macrotexture using the gray-tone difference matrix (GTDM)and discusses the potentials of the GTDM indicators for skid resistance evaluation.There are 37 field sites included in the data collection,which cover 6 types of asphalt pavement surfaces. The mean profile depth derived from 3-D macrotexture measurements (MPD3 ) has a significant relationship with the mean texture depth (MTD ),which can be described by a logarithm model with R2 of 0.962.There is no significant linear relationship between the friction coefficient at a speed of 60 km/h (DFT60 )and macrotexture indicators.A nonlinear model with British pendulum number (BPN ) incorporated can relate DFT60 to MTD or indicator fcon .A comparison with MTD shows that GTDM-based fcon has a potential to be a macrotexture indicator for skid resistance evaluation,which describes the general height difference and the average local height difference of pavement macrotexture. A relatively high fcon is helpful for improving asphalt pavement skid resistance. 展开更多
关键词 asphalt pavement 3-dimensional macrotexture skid resistance
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Texture features analysis on micro-structure of paste backfill based on image analysis technology 被引量:7
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作者 YIN Sheng-hua SHAO Ya-jian +2 位作者 WU Ai-xiang WANG Yi-ming GAO Zhi-yong 《Journal of Central South University》 SCIE EI CAS CSCD 2018年第10期2360-2372,共13页
The strength of cement-based materials,such as mortar,concrete and cement paste backfill(CPB),depends on its microstructures(e.g.pore structure and arrangement of particles and skeleton).Numerous studies on the relati... The strength of cement-based materials,such as mortar,concrete and cement paste backfill(CPB),depends on its microstructures(e.g.pore structure and arrangement of particles and skeleton).Numerous studies on the relationship between strength and pore structure(e.g.,pore size and its distribution)were performed,but the micro-morphology characteristics have been rarely concerned.Texture describing the surface properties of the sample is a global feature,which is an effective way to quantify the micro-morphological properties.In statistical analysis,GLCM features and Tamura texture are the most representative methods for characterizing the texture features.The mechanical strength and section image of the backfill sample prepared from three different solid concentrations of paste were obtained by uniaxial compressive strength test and scanning electron microscope,respectively.The texture features of different SEM images were calculated based on image analysis technology,and then the correlation between these parameters and the strength was analyzed.It was proved that the method is effective in the quantitative analysis on the micro-morphology characteristics of CPB.There is a significant correlation between the texture features and the unconfined compressive strength,and the prediction of strength is feasible using texture parameters of the CPB microstructure. 展开更多
关键词 microstructure texture feature Tamura texture GLCM feature unconfined compressive strength quantitative analysis cement paste backfill
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