Title :
MIMO SVMs for 3D object classification
Author :
Arana-Daniel, Nancy ; Bayro-Corrochano, Eduardo
Author_Institution :
CINVESTAV, Zapopan
Abstract :
This paper presents the detailed theory of the Clifford support vector machines (CSVM). Remarkably enough, the CSVM´s can be used for multiclass classification. In the experiment part we show interesting applications such as automatic learning in robot vision.
Keywords :
image classification; support vector machines; 3D object classification; Clifford support vector machines; MIMO SVM; automatic learning; multiclass classification; robot vision; Algebra; Argon; MIMO; Neural networks; Quantum mechanics; Support vector machine classification; Support vector machines;
Conference_Titel :
Neural Networks, 2006. IJCNN '06. International Joint Conference on
Conference_Location :
Vancouver, BC
Print_ISBN :
0-7803-9490-9
DOI :
10.1109/IJCNN.2006.246629
