Three-dimensional object rotation-invariant recognition with Synthetic Discriminant Function
Release time:2024-08-09
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- Affiliation of Author(s):
- 理学院
- Journal:
- 2009 symposium on photonics and optoelectrtronics SOPO 2009
- Key Words:
- 中文关键字:三维物体识别;微透镜阵列;综合判别函数,英文关键字:3-D object recognition; rotation-invariant; microl
- Abstract:
- A novel method for three-dimensional (3-D) object rotation-invariant recognition by use of perspective array and the Synthetic Discriminant Function (SDF) is proposed. With high relevancy of perspective array, the conversion of depth information of 3-D object to 2-D perspective images by use of microlens array makes 3-D object recognition is possible accomplished through the technology of 2-D image. The SDF is synthesized by use of the computer, and 3-D object rotation-invariant recognition is accomplished with the aberration-invariant characteristic of SDF. Correlative analysis has been done for the conversion and recognition process, the SDF has been synthesized by use of Matlab process, and rotation-invariant recognition of dice, a 3-D object, has been accomplished by use of the method of match filtering. The result showed that the proposed method is performed better.
- Note:
- 郝劲波
- Co-author:
- xuyangbin,humanli
- First Author:
- haojingbo
- Indexed by:
- Journal paper
- Volume:
- 卷:2009
- Issue:
- 期:
- Page Number:
- 页:
- Translation or Not:
- no
- Date of Publication:
- 2009-12-01