B-EagleV: Visualization of Big Point Cloud Datasets in Civil Engineering Using a Distributed Computing Solution

Minh Hieu Nguyen, Sanghyun Yoon, Sungha Ju, Sangyoon Park, Joon Heo

Research output: Contribution to journalArticlepeer-review

2 Citations (Scopus)

Abstract

Point cloud data (PCD) have attracted attention in many disciplines, including civil engineering. However, big PCD have posed great challenges for conventional approaches using a single computer. Although many published studies have demonstrated distributed computing's potential for large-scale data-intensive applications, this technology has not been applied widely in processing of big PCD due to a lack of methods for data management, visualization, and analysis. To strengthen the foundation of distributed computation in civil engineering, this study offers a solution to one of the obstacles presented in the previous studies, which was the visualization of big PCD. The practical result of this study is the introduction of B-EagleV, a cost-effective Hadoop-based solution for the visualization of big PCD in civil engineering with almost complete components of scalable storage, high-performance rendering, and interactive visualization. Through experiment results and demonstration, B-EagleV showed great promise for data management, progress monitoring, and survey conduction in the construction sector.

Original languageEnglish
Article number04022005
JournalJournal of Computing in Civil Engineering
Volume36
Issue number3
DOIs
Publication statusPublished - 2022 May 1

Bibliographical note

Funding Information:
This work was supported by a National Research Foundation of Korea (NRF) grant (No. 2018R1A2B2009160) funded by the Korean government (Ministry of Science and ICT).

Publisher Copyright:
© 2022 American Society of Civil Engineers.

All Science Journal Classification (ASJC) codes

  • Civil and Structural Engineering
  • Computer Science Applications

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