Title :
Three-dimensional Imaging Information Acquisition System Based on DSP and SVM
Author :
Qian, Li ; Xiaomin, Ji
Author_Institution :
Coll. of the Arts, Xi´´an Univ. of Technol., Xi´´an, China
Abstract :
In the three-dimensional imaging information acquisition system, excellent image denoising technology and high-speed information processing technology are very important and necessary. In this paper, the a new three-dimensional imaging information acquisition system based on the DSP and SVM is presented to fulfill such requirements. Among which a power macro-modeling technique for digital signal processing (DSP) system is presented to make the system have high-speed information processing and support vector machine is adopted to preprocess the image. Finally, the system is developed and the effectiveness of the system is testified.
Keywords :
data acquisition; image denoising; support vector machines; digital signal processing; high-speed information processing technology; image denoising technology; power macro modeling technique; support vector machine; three dimensional imaging information acquisition system; Art; Digital signal processing; Educational institutions; Image denoising; Information processing; Information technology; Signal processing algorithms; Support vector machine classification; Support vector machines; System testing; DSP system; information processing technology; three-dimensional image;
Conference_Titel :
Intelligent Information Technology Application, 2009. IITA 2009. Third International Symposium on
Conference_Location :
Nanchang
Print_ISBN :
978-0-7695-3859-4
DOI :
10.1109/IITA.2009.285