Algorithm of Scattered Data Repairing Based on Neural Networks

Algorithm of Scattered Data Repairing Based on Neural Networks

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 mo...

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Bibliographische Detailangaben
Hauptverfasser: Du Libin, Sun Jichang, Hou Guangli, Liu Yan
Format: Tagungsbericht
Sprache:eng
Schlagworte:
Compaction
data pretreatment
Data processing
data repairing
Deformable models
Instruments
neural network
Neural networks
Reverse engineering
Scattering
Sea measurements
Smoothing methods
Sun
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Beschreibung
Zusammenfassung: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.
DOI:10.1109/ICEMI.2007.4350963