Appearance-based three-dimensional object recognition using independent component analysis

2000 ◽  
Author(s):  
Harkirat S. Sahambi ◽  
Khashayar Khorasani
Keyword(s):  
Object Recognition ◽  
Independent Component Analysis ◽  
Three Dimensional ◽  
Component Analysis ◽  
Independent Component ◽  
Dimensional Object

Three-Dimensional Point Cloud Registration Based on Independent Component Analysis

2019 ◽  
Vol 56 (1) ◽  
pp. 011203
Author(s):  
刘鸣 Liu Ming ◽  
舒勤 Shu Qin ◽  
杨赟秀 Yang Yunxiu ◽  
袁菲 Yuan Fei
Keyword(s):  
Independent Component Analysis ◽  
Point Cloud ◽  
Three Dimensional ◽  
Component Analysis ◽  
Independent Component ◽  
Point Cloud Registration

Independent component analysis applied to digital holograms of three-dimensional objects

2005 ◽  
Author(s):  
Jonathan Maycock ◽  
Conor P. Mc Elhinney ◽  
John B. McDonald ◽  
Thomas J. Naughton ◽  
Bahram Javidi
Keyword(s):  
Independent Component Analysis ◽  
Three Dimensional ◽  
Component Analysis ◽  
Independent Component ◽  
Three Dimensional Objects ◽  
Digital Holograms

Three-dimensional computational holographic imaging and recognition using independent component analysis

2007 ◽  
Vol 464 (2090) ◽  
pp. 409-422 ◽  
Author(s):  
Cuong Manh Do ◽  
Bahram Javidi
Keyword(s):  
Independent Component Analysis ◽  
Three Dimensional ◽  
Component Analysis ◽  
Independent Component ◽  
Phase Shifting ◽  
Three Dimensional Imaging ◽  
Three Dimensional Objects ◽  
Holographic Imaging ◽  
Components Analysis ◽  
Kurtosis Maximization

We present computational holographic three-dimensional imaging and automated object recognition based on independent component analysis (ICA). Three-dimensional sensing of the scene is performed by computational holographic imaging of the objects using phase-shifting digital holography. We used principal components analysis to reduce data dimension and ICA to recognize the three-dimensional objects. In this paper, kurtosis maximization-based algorithm is used. To the best of our knowledge, this paper is the first to report using ICA in three-dimensional imaging technology.

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