Multimodal image retrieval from construction databases and model-based systems

被引:17
作者
Brilakis, Ioannis
Soibelman, Lucio
机构
[1] Univ Michigan, Dept Civil & Environm Engn, Ann Arbor, MI 48109 USA
[2] Carnegie Mellon Univ, Dept Civil & Environm Engn, Pittsburgh, PA 15213 USA
关键词
Construction management; Data analysis; Databases; Imaging techniques; Information management; Information retrieval; Information technology (IT);
D O I
10.1061/(ASCE)0733-9364(2006)132:7(777)
中图分类号
TU [建筑科学];
学科分类号
0813 ;
摘要
In the modern and dynamic construction environment it is important to access information in a fast and efficient manner in order to improve the decision making processes for construction managers. This capability is, in most cases, straightforward with today's technologies for data types with an inherent structure that resides primarily on established database structures like estimating and scheduling software. However, previous research has demonstrated that a significant percentage of construction data is stored in semistructured or unstructured data formats (text, images, etc.) and that manually locating and identifying such data is a very hard and time-consuming task. This paper focuses on construction site image data and presents a novel image retrieval model that interfaces with established construction data management structures. This model is designed to retrieve images from related objects in project models or construction databases using location, date, and material information (extracted from the image content with pattern recognition techniques).
引用
收藏
页码:777 / 785
页数:9
相关论文
共 14 条
  • [1] Audio/visual information in construction project control
    Abudayyeh, O
    [J]. ADVANCES IN ENGINEERING SOFTWARE, 1997, 28 (02) : 97 - 101
  • [2] [Anonymous], 2003, MUCH INFORM
  • [3] Baeza-Yates R.A., 1999, Modern Information Retrieval
  • [4] Material-based construction site image retrieval
    Brilakis, I
    Soibelman, L
    Shinagawa, Y
    [J]. JOURNAL OF COMPUTING IN CIVIL ENGINEERING, 2005, 19 (04) : 341 - 355
  • [5] Content-Based Search Engines for construction image databases
    Brilakis, I
    Soibelman, L
    [J]. AUTOMATION IN CONSTRUCTION, 2005, 14 (04) : 537 - 550
  • [6] HONG P, 2000, IEEE INT C IM PROC I
  • [7] Huijsmans DP, 2001, PROC CVPR IEEE, P26
  • [8] ISHIKAWA Y, 1998, P 24 VLDB C NEW YORK
  • [9] KANELLOS M, 2005, CNET NEWS COM 0203
  • [10] KOSOVAC B, 2000, P CONSTR INF TECHN 2, V2, P556