The following information was submitted:
Transactions: INTERNATIONAL JOURNAL of APPLIED MATHEMATICS AND INFORMATICS
Transactions ID Number: 19-884
Full Name: Jiri Blahuta
Position: Ph.D. Candidate
Age: ON
Sex: Male
Address: Bezrucovo namesti 13, Opava
Country: CZECH REPUBLIC
Tel: 731223007
Tel prefix: +420
Fax:
E-mail address: jiriblahuta@seznam.cz
Other E-mails: tsoukup@centrum.cz
Title of the Paper: The image recognition of brain-stem ultrasound images with using a neural network based on PCA
Authors as they appear in the Paper: Jiøi Blahuta, Soukup Tomáš, Èermák Petr
Email addresses of all the authors: jiriblahuta@seznam.cz , tsoukup@centrum.cz
Number of paper pages: 9
Abstract: This paper shows how to solve the recognition of ultrasound brain-stem images. Our work is based on PCA method that is very useful and known method for image processing. We will demonstrate a solving with C# application, Gnumeric spreadsheet as a standard solution. Also we will use an artificial neural networks (ANN) for this problem and we will compare a results. The ANN are generally very usable for image processing. It has been demonstrated with NeuroSolutions software that is very sophisticated simulator of ANN with PCA multilayer (ML) NN topology.
Keywords: PCA, ultrasound, neural network, image processing.
EXTENSION of the file: .doc
Special (Invited) Session: The recognition of substantia nigra of brain stem ultrasound images based on Principal Component Analysis.
Organizer of the Session: 202-158
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