Παρακαλώ χρησιμοποιήστε αυτό το αναγνωριστικό για να παραπέμψετε ή να δημιουργήσετε σύνδεσμο προς αυτό το τεκμήριο:
https://hdl.handle.net/20.500.14279/2545
Τίτλος: | Texture classification using ART-based neural networks and fractals | Συγγραφείς: | Kasparis, Takis Charalampidis, Dimitrios Georgiopoulos, Michael N. |
metadata.dc.contributor.other: | Κασπαρής, Τάκης | Major Field of Science: | Engineering and Technology | Field Category: | Electrical Engineering - Electronic Engineering - Information Engineering | Λέξεις-κλειδιά: | Classification;Fractals;Computer vision;Neural networks | Ημερομηνία Έκδοσης: | 17-Ιου-1998 | Πηγή: | Signal Processing, Sensor Fusion, and Target Recognition VII, 1998, Orlando, Florida | Conference: | SPIE Conference Proceedings | Περίληψη: | In this paper texture classification is studied based on the fractal dimension (FD) of filtered versions of the image and the Fuzzy ART Map neural network (FAMNN). FD is used because it has shown good tolerance to some image transformations. We implemented a variation of the testing phase of Fuzzy ARTMAP that exhibited superior performance than the standard Fuzzy ARTMAP and the 1-nearest neighbor (1-NN) in the presence of noise. The performance of the above techniques is tested with respect to segmentation of images that include more than one texture. | Description: | Part of Artificial Intelligence Applications and Innovations | ISBN: | 978-3-642-41142-7 | ISSN: | 0277-786X 2-s2.0-84894100156 https://api.elsevier.com/content/abstract/scopus_id/84894100156 |
DOI: | 10.1117/12.327099 | Rights: | © 1998 Spie | Type: | Conference Papers | Affiliation: | University of Central Florida | Affiliation: | University of Central Florida | Publication Type: | Peer Reviewed |
Εμφανίζεται στις συλλογές: | Δημοσιεύσεις σε συνέδρια /Conference papers or poster or presentation |
CORE Recommender
SCOPUSTM
Citations
50
2
checked on 14 Μαρ 2024
Page view(s) 50
449
Last Week
2
2
Last month
27
27
checked on 13 Μαρ 2025
Google ScholarTM
Check
Altmetric
Όλα τα τεκμήρια του δικτυακού τόπου προστατεύονται από πνευματικά δικαιώματα