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A knowledge-based system for the non-destructive diagnostics of façade isolation using the information fusion of visual and IR images


Ribarić, Slobodan; Marčetić, Darijan; Vedrina, Denis Stjepan
A knowledge-based system for the non-destructive diagnostics of façade isolation using the information fusion of visual and IR images // Expert Systems with Applications, 36 (2009), 2 Part 2; 3812-3823 doi:10.1016/j.eswa.2008.02.043 (međunarodna recenzija, članak, znanstveni)


Naslov
A knowledge-based system for the non-destructive diagnostics of façade isolation using the information fusion of visual and IR images

Autori
Ribarić, Slobodan ; Marčetić, Darijan ; Vedrina, Denis Stjepan

Izvornik
Expert Systems with Applications (0957-4174) 36 (2009), 2 Part 2; 3812-3823

Vrsta, podvrsta i kategorija rada
Radovi u časopisima, članak, znanstveni

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.

Izvorni jezik
Engleski

Znanstvena područja
Računarstvo

Napomena
Submitted: 5 September 2007 ; Available online 5 March 2008



POVEZANOST RADA


Projekt / tema
036-0361935-1954 - Teorija, modeliranje i uporaba autonomno orijentiranih računarskih struktura (Slobodan Ribarić, )

Ustanove
Fakultet elektrotehnike i računarstva, Zagreb

Citiraj ovu publikaciju

Ribarić, Slobodan; Marčetić, Darijan; Vedrina, Denis Stjepan
A knowledge-based system for the non-destructive diagnostics of façade isolation using the information fusion of visual and IR images // Expert Systems with Applications, 36 (2009), 2 Part 2; 3812-3823 doi:10.1016/j.eswa.2008.02.043 (međunarodna recenzija, članak, znanstveni)
Ribarić, S., Marčetić, D. & Vedrina, D. (2009) A knowledge-based system for the non-destructive diagnostics of façade isolation using the information fusion of visual and IR images. Expert Systems with Applications, 36 (2 Part 2), 3812-3823 doi:10.1016/j.eswa.2008.02.043.
@article{article, year = {2009}, pages = {3812-3823}, DOI = {10.1016/j.eswa.2008.02.043}, keywords = {Knowledge-based system, Non-destructive diagnostic, Information fusion, Multispectral analysis}, journal = {Expert Systems with Applications}, doi = {10.1016/j.eswa.2008.02.043}, volume = {36}, number = {2 Part 2}, issn = {0957-4174}, title = {A knowledge-based system for the non-destructive diagnostics of fa\c{c}ade isolation using the information fusion of visual and IR images}, keyword = {Knowledge-based system, Non-destructive diagnostic, Information fusion, Multispectral analysis} }

Časopis indeksira:


  • Current Contents Connect (CCC)
  • Web of Science Core Collection (WoSCC)
    • Science Citation Index Expanded (SCI-EXP)
    • SCI-EXP, SSCI i/ili A&HCI
  • Scopus


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