Application of schema-aware encoder-decoder in 3D city inventory management

The use cases of Spatial Data Infrastructure (SDI) had been extensively discussed in various researches from disaster management, city inventory management and etc. The realization of spatial data sharing within national agencies and stakeholders is due to the formation of data standardizations for...

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Main Authors: Siew, C. B., Rahman, A. A.
Format: Article
Published: 2015
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Online Access:http://eprints.utm.my/id/eprint/57876/
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spelling my.utm.578762017-09-05T08:28:41Z http://eprints.utm.my/id/eprint/57876/ Application of schema-aware encoder-decoder in 3D city inventory management Siew, C. B. Rahman, A. A. Unspecified The use cases of Spatial Data Infrastructure (SDI) had been extensively discussed in various researches from disaster management, city inventory management and etc. The realization of spatial data sharing within national agencies and stakeholders is due to the formation of data standardizations for interoperability, and service oriented architecture (SOA). Extension of such technology could nevertheless be applied in three-dimensional (3D) spatial data sharing. However, certain issues need to be addressed and solved, such as visualization pipeline and analysis pipeline for 3D spatial data in SOA. This paper discusses existing 3D SDI frameworks, and how an efficient encoder-decoder coupling method could be one solution for analysis pipeline in which both geometric and semantic information should be present. The framework is then integrated into building inventory management and 3D buildings are presented at client side for property tax appraisal exercise. 2015 Article PeerReviewed Siew, C. B. and Rahman, A. A. (2015) Application of schema-aware encoder-decoder in 3D city inventory management. Intertiol Jourl Of Geoinformatics, 11 (1). pp. 63-71. ISSN 1686-6576
institution Universiti Teknologi Malaysia
building UTM Library
collection Institutional Repository
continent Asia
country Malaysia
content_provider Universiti Teknologi Malaysia
content_source UTM Institutional Repository
url_provider http://eprints.utm.my/
topic Unspecified
spellingShingle Unspecified
Siew, C. B.
Rahman, A. A.
Application of schema-aware encoder-decoder in 3D city inventory management
description The use cases of Spatial Data Infrastructure (SDI) had been extensively discussed in various researches from disaster management, city inventory management and etc. The realization of spatial data sharing within national agencies and stakeholders is due to the formation of data standardizations for interoperability, and service oriented architecture (SOA). Extension of such technology could nevertheless be applied in three-dimensional (3D) spatial data sharing. However, certain issues need to be addressed and solved, such as visualization pipeline and analysis pipeline for 3D spatial data in SOA. This paper discusses existing 3D SDI frameworks, and how an efficient encoder-decoder coupling method could be one solution for analysis pipeline in which both geometric and semantic information should be present. The framework is then integrated into building inventory management and 3D buildings are presented at client side for property tax appraisal exercise.
format Article
author Siew, C. B.
Rahman, A. A.
author_facet Siew, C. B.
Rahman, A. A.
author_sort Siew, C. B.
title Application of schema-aware encoder-decoder in 3D city inventory management
title_short Application of schema-aware encoder-decoder in 3D city inventory management
title_full Application of schema-aware encoder-decoder in 3D city inventory management
title_fullStr Application of schema-aware encoder-decoder in 3D city inventory management
title_full_unstemmed Application of schema-aware encoder-decoder in 3D city inventory management
title_sort application of schema-aware encoder-decoder in 3d city inventory management
publishDate 2015
url http://eprints.utm.my/id/eprint/57876/
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score 13.209306