Title :
Algorithm of Scattered Data Repairing Based on Neural Networks
Author :
Libin, Du ; Jichang, Sun ; Guangli, Hou ; Yan, Liu
Abstract :
This paper research the approaches of scattered data pretreatment in reverse engineering and surveys from process of data treatment and data repairing. The self-learning algorithm of the network architecture based on generalization ability has been developed, which can increase the precise of the model reconstructed and decrease the time of data treatment later.
Keywords :
neural nets; reverse engineering; data processing flow; generalization ability; model reconstruction; neural networks; reverse engineering; scattered data pretreatment; scattered data repairing; self-learning algorithm; Compaction; Data processing; Deformable models; Instruments; Neural networks; Reverse engineering; Scattering; Sea measurements; Smoothing methods; Sun; data pretreatment; data repairing; neural network; reverse engineering;
Conference_Titel :
Electronic Measurement and Instruments, 2007. ICEMI '07. 8th International Conference on
Conference_Location :
Xi´an
Print_ISBN :
978-1-4244-1136-8
Electronic_ISBN :
978-1-4244-1136-8
DOI :
10.1109/ICEMI.2007.4350963
