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基于图像理解的树木直径抽取技术     被引量:8

A Technology of Gathering Forest Diameter Based on Image Understanding

文献类型:期刊文献

中文题名:基于图像理解的树木直径抽取技术

英文题名:A Technology of Gathering Forest Diameter Based on Image Understanding

作者:王雪峰[1] 张超[1] 唐守正[1]

第一作者:王雪峰

机构:[1]中国林业科学研究院资源信息研究所

年份:2005

卷号:41

期号:2

起止页码:16-20

中文期刊名:林业科学

外文期刊名:Scientia Silvae Sinicae

收录:CSTPCD;;Scopus;北大核心:【北大核心2004】;CSCD:【CSCD2011_2012】;

基金:中国林业科学研究院基金 ( 2 0 0 1-3 0 );自然科学基金 ( 3 0 2 710 79)资助项目

语种:中文

中文关键词:抽取技术;图像理解;树木;林木直径;模型算法;野外作业;摄像机;三维重建;实际操作;灵活性;求解;误差;度量;林业;分离

外文关键词:forest inventory; forest diameter measuring; stereo vision; image understanding; 3D-reconstruction

分类号:TP391;TP391.41

摘要: 介绍由摄像机图像抽取林木直径的方法、步骤 ,将度量误差模型算法应用到参数的求解当中 ,提出适合于林业野外作业的内、外参数分离策略 ,最后对文中算法、策略进行实际验证。结果表明 :1)从图像中重构林木直径是可行的 ;2 )由度量误差模型算法求解参数是一种很好的算法 ;3)将摄像机、内外参数分离 ,不仅减轻了繁重的林业野外作业 ,同时保证了三维重建精度 ;4 )单独考虑摄像机焦距 。
The approach that gathers forestry diameter by camera image is introduced in detail and the error-in-measure models algorithm is successfully applied to the parameters resolving. While the inner parameters and outer parameters decomposing maneuver that is fit to forestry fieldwork is provided. The algorithm and maneuver in this paper are illustrated finally. Results prove:1) The way that reconstructing forestry diameter from camera images is available; 2) It's a good algorithm that parameters are resolved by error-in-measure models algorithm; 3) Decomposing camera inner parameters and outer parameters not only decreases the heavy forestry field work but also ensures the 3D reconstructing precision; 4) Considering the camera focus length independently, the flexibility of practical operation is improved.

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