Processing of UV/VIS/nIR/mIR diffuse reflectance spectra and acoustic microscopy echo graphs for stratigraphy determination, using neural networks and wavelet transform

2008 3rd International Conference on Information and Communication Technologies: From Theory to Applications, ICTTA

Volumn , Issue , 2008, Pages

  Karagiannis, G ^a   Alexiadis, D ^b   Sergiadis, G ^b   Salpistis, C ^b  

^a The Ormylia Foundation   (Greece)

^b ARISTOTLE UNIVERSITY OF THESSALONIKI   (Greece)

Author keywords

[No Author keywords available]

Indexed keywords

ARTIFICIAL INTELLIGENCE; COMMUNICATION; NEURAL NETWORKS; NONDESTRUCTIVE EXAMINATION; PAINT; SAMPLING; SIGNAL PROCESSING; STRATIGRAPHY; TECHNOLOGY; TESTING; WAVELET TRANSFORMS; WELL TESTING;

ACOUSTIC MICROSCOPY; DIFFUSE REFLECTANCE SPECTRA; INFORMATION AND COMMUNICATION TECHNOLOGIES; INTERNATIONAL CONFERENCES; NON-DESTRUCTIVE TESTING; PAINT LAYERS; SAMPLING PROCEDURES; SPECTROSCOPIC METHODS; WALL PAINTINGS;

PAINTING;

EID: 49149108028     PISSN: None     EISSN: None     Source Type: Conference Proceeding    
DOI: 10.1109/ICTTA.2008.4529904     Document Type: Conference Paper

References (15)

1. G. Karagiannis, G. Sergiadis, C. Salpistis, T. Vasiliadis, E, Minopoulou, and S. Wesarg, InfrArtSonic project Deliverable 1.2: "System specifications", June 2006,
2. G. Karagiannis, D. Alexiadis, A. Damtsios, G. Sergiadis, E. Minopoulou, and Sr Daniilia, InfrArtSonic project Deliverable 3.2: "Description of the simulation of the UV/VIS/nlR/mlR module operation", Dec. 2006.
3. G. Karagiannis, A. Damtsios, D. Alexiadis, and G. Sergiadis, InfrArtSonic project Deliverable 3.1: "Description of the simulation of the acoustic microscope module operation", Dec. 2006.
4. Advances in Acoustic Microscopy, Ed. Andrew Briggs, Plenum Press New York, 1995.
5. Alan V. Openheim and Ronald W. Schafer, Discrete Signal Processing, Prentice-Hall International, 1989.
6. Paul Kubelka and Eranz Munk, "An Article on Optics of Paint Layers", Zeit. Fuer Tekn. Physik, 12, pp. 593, 1931.
7. G. Karagiannis, C Salpistis and G. Sergiadis, "Development of a Novel Method for Non-Destructive Stratigraphy Determination of Artworks using Acoustic Microscopy and UV/VlS/nlR spectroscopy", 7th EC conference Safeguarded Cultural Heritage - Understanding and Viability for the Enlarged Europe, Prague May 31st - June 3rd, 2006.
8. M. Riedmiller, and H. Braun, "A direct adaptive method for faster back propagation learning: The RPROP algorithm." Proceedings of the IEEE International Conference on Neural Networks, 1993.
9. M. Caudill, Neural Networks Primer, San Francisco, CA: Miller Freeman Publications, 1989.
10. M. Caudill, and C. Butler, Understanding Neural Networks: Computer Explorations, Vols. 1 and 2, Cambridge, MA: The MIT Press, 1992.
11. I. T. Jolliffe, Principal Component Analysis, 2nd Edition, Springer, 2002.
12. L. Angrisani, P. Daponte, and M. D'Apuzzo, "The detection of echoes from multilayer structures using the wavelet transform" IEEE, Trans. Intrumentation and Measurements, vol. 49, pp. 727-731, Aug. 2000.
13. I. Daubechies, Ten lectures on wavelets, Society for Industrial and Applied Mathematics, Philadelphia, PA, 1992.
14. S. Mallat. A wavelet tour of signal processing, Academic Press, 1997.
15. Review of The Hilbert-Huang Transform in Engineering, ed. N. E. Huang and N. O. Attoh-Okinc J. Wtrwy., Port, Coast., and Oc. Engrg., Volume 132, Issue 5, pp. 426-427, Sep/Oct 2006)