Jurnal Teknologi Berkelanjutan
Vol 1 No 01 (2012): Vol 01 No. 01

An Approach to Information Retrieval from Construction Images

Aqli Mursadin (Engineering Faculty, Lambung Mangkurat University)



Article Info

Publish Date
02 Apr 2012

Abstract

Construction images are potentially valuable sources of information. However, there are several problemsrelated to its retrieval mainly relating to understanding of the semantics of the corresponding content. Additionally, theinformation is. very much unstructured in nature. These problems have been solved by the development of conceptsenabling the content to be represented in structured form. The framework proposed for this is described. It is based onthe use of domain-specific concepts to retrieve image content and contextual information to improve contentunderstanding. A mathematical framework is also developed based on a Bayesian approach to make the implementationpossible for construction image classification. This robust framework enables fusion of related domain knowledge withnew information in a versatile manner. An example demonstrates how it is possible to combine information from bothavailable image data and domain knowledge to understand construction image content.

Copyrights © 2012






Journal Info

Abbrev

JTB

Publisher

Subject

Chemical Engineering, Chemistry & Bioengineering Civil Engineering, Building, Construction & Architecture Engineering Materials Science & Nanotechnology Transportation

Description

Jurnal Teknologi Berkelanjutan (JTB) is available free of charge (open access) for all readers. The articles in JTB are the results of scientific research, contributions of ideas, and solutions offered for existing problems. JTB focuses on publishing scientific articles in the fields of civil and ...