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基于生长模型的苗期大豆植株三维重建

宋祺鹏 唐晶磊 辛菁

计算机工程2017,Vol.43Issue(5):275-280,6.
计算机工程2017,Vol.43Issue(5):275-280,6.DOI:10.3969/j.issn.1000-3428.2017.05.044

基于生长模型的苗期大豆植株三维重建

3-dimensional Reconstruction for Soybean Plant of Seedling Stage Based on Growth Model

宋祺鹏 1唐晶磊 1辛菁2

作者信息

  • 1. 西北农林科技大学信息工程学院,陕西杨凌712100
  • 2. 陕西省复杂系统控制与智能信息处理重点实验室,西安710048
  • 折叠

摘要

Abstract

In order to realize 3-dimensional model reconstruction of soybean,this paper treats the Yellow No.13 soybean in seedling stage as research object.It takes the advantage of cubic parametric spline curve to fit the outline of the leaf,according to the incremental insertion algorithm of Delaunay to realize the triangular mesh of irregular polygon.In research of texture energy,considering the existing methods for the information representation of texture orientation and scale is insufficient,making use of Gabor filter to extract the texture energy feature and Spatial Pyramid Matching (SPM) algorithm to analyze and render texture,combining L-system and the finite state automaton model to realize the visualization of the soybean.Compared with traditional 3D reconstruction method,experimental results show that this method can effectively describe the relationship between the texture clues and the depth of scene,better to keep the topology structure and contour features of the soybean.

关键词

三次样条曲线/Gabor滤波器/纹理能量/局部特征/边缘检测

Key words

cubic spline curve/Gabor filter/texture energy/local feature/border detection

分类

信息技术与安全科学

引用本文复制引用

宋祺鹏,唐晶磊,辛菁..基于生长模型的苗期大豆植株三维重建[J].计算机工程,2017,43(5):275-280,6.

基金项目

国家“863”计划项目(2013AA10230402) (2013AA10230402)

国家自然科学基金(31101075) (31101075)

陕西省农业科技创新与攻关项目(2015NY049) (2015NY049)

西安市科技计划项目(NC1504(2)). (NC1504(2)

计算机工程

OA北大核心CSCDCSTPCD

1000-3428

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