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Pregled bibliografske jedinice broj: 327508

Časopis

Autori: Ribarić, Slobodan; Marčetić, Darijan; Vedrina, Denis Stjepan
Naslov: A knowledge-based system for the non-destructive diagnostics of façade isolation using the information fusion of visual and IR images
Izvornik: Expert Systems with Applications (0957-4174) 36 (2009), 2 Part 2; 3812-3823
Vrsta rada: članak
Ključne riječi: Knowledge-based system; Non-destructive diagnostic; Information fusion; Multispectral analysis
Sažetak:
This paper describes a knowledge-based system for the non-destructive diagnostics of façade isolation. The system uses the fusion of information extracted from images obtained from two electromagnetic wavebands: from low-resolution IR images (320 x 240 pixels ; 7.5– 13 mm wavelength), and from high-resolution visual RGB images (3264 x 2448 pixels ; 0.39– 0.75 mm wavelength). The fusion of the information is a perquisite for the design of an efficient knowledge-based system for non-destructive testing and façade diagnostics. In the paper, special attention is devoted to the following knowledge-based system components: application-specific components (image acquisition, the resolution pyramid, image pre-processing and feature extraction, image registration, object segmentation, fusion, and data analysis) and system-core components (the database, the knowledge base, the inference engine, and the user interface). Examples of the non-destructive testing and the façade diagnostics obtained with the system are presented.
Projekt / tema: 036-0361935-1954
Izvorni jezik: ENG
Rad je indeksiran u
bazama podataka:
SCI-EXP, SSCI i/ili A&HCI
Current Contents Connect (CCC)
Scopus
Science Citation Index Expanded (SCI-EXP) (sastavni dio Web of Science Core Collectiona)
Kategorija: Znanstveni
Znanstvena područja:
Računarstvo
Puni text rada: 327508.SCI-clanak.pdf (tekst priložen 27. Vel. 2009. u 10:13 sati)
URL Internet adrese: http://www.sciencedirect.com/science?_ob=MImg&_imagekey=B6V03-4S08JTH-2-Y&_cdi=5635&_user=3875467&_orig=browse&_coverDate=03%2F05%2F2008&_sk=999999999&view=c&wchp=dGLzVzz-zSkzk&md5=93eb9110f3749767c490a3e0cedca786&ie=/sdarticle.pdf
Broj citata:
Altmetric:
DOI: 10.1016/j.eswa.2008.02.043
URL cjelovitog teksta:
Google Scholar: A knowledge-based system for the non-destructive diagnostics of façade isolation using the information fusion of visual and IR images
Upisao u CROSBI: Slobodan Ribarić (slobodan.ribaric@fer.hr), 3. Tra. 2008. u 11:22 sati
Napomene:
Submitted: 5 September 2007 ; Available online 5 March 2008



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