期刊文献+

一类基于模型的仿射代数不变量

The Novel 3D/2D Constrain in Affine Projection
下载PDF
导出
摘要 3D目标的标识别已逐渐成为计算机视觉领域的热点问题。在研究了传统的基于几何不变量和基于3D/2D约束关系两种识别方法的基础上,提出了1类新的空间几何结构模型,并计算出了这类模型3D仿射不变量和其对应的2D仿射不变量之间的约束关系。利用这种关系,可以在目标的姿态和摄像机的参数均未知的情况下,有效利用单幅图像来识别3D目标。 3D object recognition has became the problem which attract much more attention. In this paper,after studied the traditional based on the geometric invariant and based on the 3D/2D constraints to recognition the 3D object, A new space geometric model was proposed , and the relations between the 3Daffine invariants and 2Daffine invariants was presented. Employing the relation the object can be recognized from single view without the attitude of object and the parameter of the camera.
出处 《火力与指挥控制》 CSCD 北大核心 2007年第7期126-128,131,共4页 Fire Control & Command Control
关键词 仿射不变量 3D目标识别 3D/2D约束 affine invariant, 3D target recognition, 3D/2D constraint
  • 相关文献

参考文献7

  • 1Weiss I,Ray M.Model-based Recognition of 3D Objects from Single Image[J].IEEE Trans.on Pattern Analysis and Machine Intelligence,2001,23(2):116-128.
  • 2Zisserman A.3D Object Recognition Using Invariance[J].Artificial Intelligence,1995,78(1-2):239-288.
  • 3Basri R,Moses Y.When is it Possible to Indentify 3D Object from Single Image Using Class Comstraints[J].International of Computer Vision 1999,33(2):95-116.
  • 4Forsyth D A.Invariant Descriptors for 3D Object Recognition and Pose[J].IEEE Trans,on Pattern Analysis and Machine Machine Intelligece,1991,13(10):971-991.
  • 5陈柘.三维物体识别方法研究[D].西安:西北工业大学,2004.
  • 6Rui N,Guangrong J,Wencang Zhao,et al.3D Object Recognition from 2D Invariant View Sequence Under Translation,Rotation and Scale by Means of ANN Ensemble VLSI Design and Video Technology,2005[A].Proceedings of 2005 IEEE International Workshop[C].2005 28(30):292-295.
  • 7Luoy,Ma H.3D Object Recognition Technique based on Muti-Resolution Aspect Graph Neural Networks and Brain,2005[A].ICNN & B'05.International Conference[C].2005,13(15):1168-1172.

相关作者

内容加载中请稍等...

相关机构

内容加载中请稍等...

相关主题

内容加载中请稍等...

浏览历史

内容加载中请稍等...
;
使用帮助 返回顶部