Knowledge Resource Center for Ecological Environment in Arid Area
DOI | 10.1111/j.1365-3091.1995.tb00397.x |
THE USE OF FOURIER DESCRIPTORS IN THE CLASSIFICATION OF PARTICLE-SHAPE | |
THOMAS, MC; WILTSHIRE, RJ; WILLIAMS, AT | |
通讯作者 | THOMAS, MC |
来源期刊 | SEDIMENTOLOGY
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ISSN | 0037-0746 |
出版年 | 1995 |
卷号 | 42期号:4页码:635-645 |
英文摘要 | A new quantitative method for characterizing quartz grain shape is presented. The method employs a harmonic analysis based upon Fourier descriptors which is a distinct variation of the traditional and widely used Fourier series. Quartz grain images from a scanning electron microscope were ’frame grabbed’ and converted to a digitized grey-level image. The image processing techniques of enhancement, segmentation and boundary tracking were applied to remove all features except the image boundary. This boundary was sampled at uniform intervals of are length and represented mathematically on the complex plane. In this way problems associated with the location of particle centroid and re-entrant values were avoided. The resulting data was standardized relative to scale, rotation and starting position. Hence the discrete Fourier transform was applied using modern fast Fourier transform techniques and the modulus of the resulting harmonic amplitude used to characterize the grain shape. The technique was applied to a sample of 0 . 5-m quartz grains from three distinct populations: desert quartz, beach grains (Fire Island, New York) and Brazilian crushed quartz. Whilst plots of average amplitude vs. harmonic number for each population appeared similar, discriminant analysis applied to each grain sample distinguished characteristic grain shape with an excellent degree of success. The problems of location of the centroid and re-entrant values were eliminated. This allowed the technique to be applied to a much wider group of irregularly shaped sedimentary particles such as loess. |
类型 | Article |
语种 | 英语 |
国家 | WALES |
收录类别 | SCI-E |
WOS记录号 | WOS:A1995RM72600006 |
WOS关键词 | QUARTZ SAND GRAINS ; ISLAND ; SHELF |
WOS类目 | Geology |
WOS研究方向 | Geology |
资源类型 | 期刊论文 |
条目标识符 | http://119.78.100.177/qdio/handle/2XILL650/132048 |
作者单位 | (1)UNIV GLAMORGAN,DEPT MATH,PONTYPRIDD CF37 1DL,M GLAM,WALES;(2)UNIV GLAMORGAN,CTR ENVIRONM SCI & TECHNOL,PONTYPRIDD CF37 1DL,M GLAM,WALES |
推荐引用方式 GB/T 7714 | THOMAS, MC,WILTSHIRE, RJ,WILLIAMS, AT. THE USE OF FOURIER DESCRIPTORS IN THE CLASSIFICATION OF PARTICLE-SHAPE[J],1995,42(4):635-645. |
APA | THOMAS, MC,WILTSHIRE, RJ,&WILLIAMS, AT.(1995).THE USE OF FOURIER DESCRIPTORS IN THE CLASSIFICATION OF PARTICLE-SHAPE.SEDIMENTOLOGY,42(4),635-645. |
MLA | THOMAS, MC,et al."THE USE OF FOURIER DESCRIPTORS IN THE CLASSIFICATION OF PARTICLE-SHAPE".SEDIMENTOLOGY 42.4(1995):635-645. |
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