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基于归一化椭圆傅里叶描述子的黄瓜形状识别

戚利勇 高峰 谭豫之 杨庆华

农业机械学报2011,Vol.42Issue(8):164-167,142,5.
农业机械学报2011,Vol.42Issue(8):164-167,142,5.

基于归一化椭圆傅里叶描述子的黄瓜形状识别

Cucumber Shape Description Based on Elliptic Fourier Descriptor

戚利勇 1高峰 1谭豫之 2杨庆华1

作者信息

  • 1. 浙江工业大学特种装备制造与先进加工技术教育部重点实验室,杭州310014
  • 2. 中国农业大学工学院,北京100083
  • 折叠

摘要

Abstract

Aiming at identifying the shape of arbitrary object quickly and accurately, cucumber was taken as a research object. The boundary of cucumber image was extracted through digital image processing including image enhancing, threshold processing, morphological operations and edge extraction operation. Then elliptic Fourier descriptors were used to describe the boundary information of cucumber quantitatively, and the elliptic Fourier descriptors were normalized at start point, rotation and size after that. The cucumber shape was reconstructed by using different numbers of harmonics of elliptic Fourier descriptors with error analysis. The experiment results showed that the complex shape of cucumber could be described by a small amount of elliptic Fourier descriptor through the description of elliptic Fourier method, and the elliptic Fourier descriptor could reconstruct the original shape accurately.

关键词

黄瓜/形状描述/边界/傅里叶描述子

Key words

Cucumber/ Shape description / Boundary/ Fourier descriptor

分类

信息技术与安全科学

引用本文复制引用

戚利勇,高峰,谭豫之,杨庆华..基于归一化椭圆傅里叶描述子的黄瓜形状识别[J].农业机械学报,2011,42(8):164-167,142,5.

基金项目

国家高技术研究发展计划(863计划)资助项目(2009AA042209)、浙江省自然科学基金杰出青年团队资助项目(R1090674)和浙江省机械电子工程重中之重学科开放基金资助项目(20090324) (863计划)

农业机械学报

OA北大核心CSCDCSTPCD

1000-1298

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