Institutional Repository
Technical University of Crete
Technical University of Crete
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| URI | http://purl.tuc.gr/dl/dias/C78B6FA4-52DB-4859-84BF-1169B2AF62E6 | - |
| Identifier | https://link.springer.com/chapter/10.1007/978-3-642-59041-2_7 | - |
| Identifier | https://doi.org/10.1007/978-3-642-59041-2_7 | - |
| Language | en | - |
| Extent | 14 pages | en |
| Title | Neural nets and multichannel image processing applications | en |
| Creator | Gaganis Vasileios | en |
| Creator | Γαγανης Βασιλειος | el |
| Creator | Zervakis Michail | en |
| Creator | Ζερβακης Μιχαηλ | el |
| Creator | Christodoulou Manolis | en |
| Creator | Χριστοδουλου Μανωλης | el |
| Publisher | Springer Verlag | en |
| Content Summary | The application of neural network technology to multichannel image processing is presented in this paper. Topics such as image restoration, segmentation, transformation and compression are discussed, covering a wide range of image processing and analysis areas. The problems are converted to optimisation or interpolation problems through the appropriate mathematical interface. This alternative interpretation enables the application of well-known neural network structures, perfectly suited for such purposes due to the accuracy and high speed of computation. The proposed framework handles multichannel data in a compact form and, thus, it is directly applicable to remote sensing. | en |
| Type of Item | Πλήρης Δημοσίευση σε Συνέδριο | el |
| Type of Item | Conference Full Paper | en |
| License | http://creativecommons.org/licenses/by/4.0/ | en |
| Date of Item | 2015-11-07 | - |
| Date of Publication | 1996 | - |
| Subject | Pictorial data processing | en |
| Subject | Picture processing | en |
| Subject | Processing, Image | en |
| Subject | image processing | en |
| Subject | pictorial data processing | en |
| Subject | picture processing | en |
| Subject | processing image | en |
| Subject | Artificial neural networks | en |
| Subject | Nets, Neural (Computer science) | en |
| Subject | Networks, Neural (Computer science) | en |
| Subject | Neural nets (Computer science) | en |
| Subject | neural networks computer science | en |
| Subject | artificial neural networks | en |
| Subject | nets neural computer science | en |
| Subject | networks neural computer science | en |
| Subject | neural nets computer science | en |
| Subject | Discrete Fourier transform | en |
| Subject | Image restoration | en |
| Subject | Neural network structure | en |
| Subject | Degraded image | en |
| Subject | Dynamic neural network | en |
| Bibliographic Citation | V. Gaganis, M. Zervakis and M. Christodoulou, “Neural nets and multichannel image processing applications”, in 1996 COMPARES Conference, pp. 57-70. doi: 10.1007/978-3-642-59041-2_7 | en |
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