A survey of classification and reconstruction methods for the 2D archaeological objects

Nada A. Rasheed, Md. Jan Nordin

Research output: Chapter in Book/Report/Conference proceedingConference contribution

2 Citations (Scopus)

Abstract

Archaeology is the scientific study of the remnants of human civilization, and involves exploring the lives of ancient peoples by examining their waste. Numerous researchers proposed numerous methods and ideas for the (semi or automated) reconstruction of a (usually large) number of broken irregular fragments. Hence, this paper aims to provide an in-depth review of the most notable publications on computer applications related to the area of classification and reconstruction of archaeological pottery fragments using two-dimensional images during the period between the early 1970s and 2014. The considered publications were classified on the basis of the study type, which is divided into two categories: studies that focus on classification of ancient fragments into groups, and those that focus on the reconstruction of archaeological fragments. This paper reviews and analyzes the most relevant works published according to the extracted features, classification processes involved, matching techniques that have been implemented for the restoration of pottery objects to their original form, as well as the yielded results.

Original languageEnglish
Title of host publication2nd International Symposium on Technology Management and Emerging Technologies, ISTMET 2015 - Proceeding
PublisherInstitute of Electrical and Electronics Engineers Inc.
Pages142-147
Number of pages6
ISBN (Print)9781479917235
DOIs
Publication statusPublished - 16 Dec 2015
Event2nd International Symposium on Technology Management and Emerging Technologies, ISTMET 2015 - Langkawi, Malaysia
Duration: 25 Aug 201527 Aug 2015

Other

Other2nd International Symposium on Technology Management and Emerging Technologies, ISTMET 2015
CountryMalaysia
CityLangkawi
Period25/8/1527/8/15

Fingerprint

reconstruction
Publications
Archaeology
Civilization
Computer applications
Focus Groups
civilization
restoration
Restoration
archaeology
Research Personnel
Surveys and Questionnaires
Group

Keywords

  • 2D fragment
  • classification
  • color
  • feature extraction
  • survey
  • texture

ASJC Scopus subject areas

  • Computer Science Applications
  • Engineering (miscellaneous)
  • Health Informatics
  • Social Sciences (miscellaneous)
  • Organizational Behavior and Human Resource Management
  • Materials Science (miscellaneous)

Cite this

Rasheed, N. A., & Nordin, M. J. (2015). A survey of classification and reconstruction methods for the 2D archaeological objects. In 2nd International Symposium on Technology Management and Emerging Technologies, ISTMET 2015 - Proceeding (pp. 142-147). [7359018] Institute of Electrical and Electronics Engineers Inc.. https://doi.org/10.1109/ISTMET.2015.7359018

A survey of classification and reconstruction methods for the 2D archaeological objects. / Rasheed, Nada A.; Nordin, Md. Jan.

2nd International Symposium on Technology Management and Emerging Technologies, ISTMET 2015 - Proceeding. Institute of Electrical and Electronics Engineers Inc., 2015. p. 142-147 7359018.

Research output: Chapter in Book/Report/Conference proceedingConference contribution

Rasheed, NA & Nordin, MJ 2015, A survey of classification and reconstruction methods for the 2D archaeological objects. in 2nd International Symposium on Technology Management and Emerging Technologies, ISTMET 2015 - Proceeding., 7359018, Institute of Electrical and Electronics Engineers Inc., pp. 142-147, 2nd International Symposium on Technology Management and Emerging Technologies, ISTMET 2015, Langkawi, Malaysia, 25/8/15. https://doi.org/10.1109/ISTMET.2015.7359018
Rasheed NA, Nordin MJ. A survey of classification and reconstruction methods for the 2D archaeological objects. In 2nd International Symposium on Technology Management and Emerging Technologies, ISTMET 2015 - Proceeding. Institute of Electrical and Electronics Engineers Inc. 2015. p. 142-147. 7359018 https://doi.org/10.1109/ISTMET.2015.7359018
Rasheed, Nada A. ; Nordin, Md. Jan. / A survey of classification and reconstruction methods for the 2D archaeological objects. 2nd International Symposium on Technology Management and Emerging Technologies, ISTMET 2015 - Proceeding. Institute of Electrical and Electronics Engineers Inc., 2015. pp. 142-147
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