[Purpose/significance] In order to describe and annotatethe deep semantic information contained in Dunhuangfresco digital images,we have proposed a semantic description framework(SDFDI) in previous research. An experiential research is implemented for validating the rationality of SDFDI in this paper. [Method/process] 237 literatures related to Dunhuang fresco image research are retrieved and filtered from CNKI, VIP database and Wanfang database as samples for content analysis. With the aid of artificial coding, we collected the distribution of four types of information:non-semantic information(Type A), basic semantic information(TypeB and Type C),complex semantic information(Type D). And we also calculated the matching rate of SDFDI. [Result/conclusion] According to the statistical results in the literatures of Dunhuang fresco research, these four types of information follow a normal distribution, and the matching rate also proves that SDFDIcan be used as a reference for deep image semantic annotations.
Wang Xiaoguang
,
Jiang Yanyu
,
Zhang Lu
. Empirical Research on Semantic Description Model for Dunhuang Fresco Images[J]. Library and Information Service, 2015
, 59(19)
: 122
-129
.
DOI: 10.13266/j.issn.0252-3116.2015.19.016
[1] Clarke D. Deep image annotation:Making a difference in knowledge organization[EB/OL].[2015-09-01].http://www.iskouk.org/sites/default/files/ClarkePaperISKO-UK2015.pdf.
[2] Benson A C. Image descriptions and their relational expressions:A review of the literature and the issues[J]. Journal of Documentation,2015,71(1):143-164.
[3] Tousch A M, Herbin S, Audibert J Y. Semantic hierarchies for image annotation:A survey[J]. Pattern Recognition, 2012,45(1):333-345.
[4] Rubin D L. Finding the meaning in images:Annotation and image markup[J].Philosophy, Psychiatry & Psychology, 2011,18(4):311-318.
[5] 王晓光,徐雷,李纲. 敦煌壁画数字图像语义描述方法研究[J]. 中国图书馆学报, 2014(1):50-59.
[6] 冯项云, 肖珑, 廖三三, 等. 国外常用元数据标准比较研究[J].大学图书馆学报, 2001(4):15-21.
[7] 黄崑,王珊珊,耿骞. 国内图像元数据应用研究现状与分析[J]. 国家图书馆学刊, 2015(4):60-66.
[8] 袁莉, 张晓林. 数字图像的元数据格式[J]. 大学图书馆学报, 2001(2):27-41.
[9] Panofsky E. Studies in iconology:Humanistic themes in the art of the renaissance[M]. New York:Oxford University Press, 1939.
[10] Markey K. Access to iconographic research collections[J]. Library Trends, 1988, 37(2):154-174.
[11] Layne S S. Some issues in the indexing of images[J]. Journal of the American Society for Information Science, 1994, 45(8):583-588.
[12] Jörgensen C. Image attributes:An investigation, doctoral dissertation[D]. Syracuse:Syracuse University, 1995.
[13] Armitage L H, Enser P G B. Analysis of user need in image archives[J]. Journal of Information Science, 1997, 23(4):287-299.
[14] Collins K. Providing subject access to images:A study of user queries[J]. The American Archivist, 1998, 61(1):36-55.
[15] Neugebauer T. Image indexing[J/OL]. Photography Media Journal,2005(1).[2015-09-01].http://www.photographymedia.com/article.php?page=All&article=AImageIndexing.
[16][2015-09-01].http://cco.vrafoundation.org/index.php/toolkit/cco_pdf_version/.
[17] Rafferty P, Falah F. A tale of two images:The quest to create a story-based image indexing system[J]. Journal of Documentation, 2014, 70(4):605-621.
[18] Zeng Marica Lei, Gracy K F, Zumer M. Using a semantic analysis tool to generate subject access points:A study using panofsky's theory and two research samples[J]. Knowledge Organization, 2014, 41(6):440-451.
[19] Klavans J L, Laplante R, Golbeck J. Subject matter categorization of tags applied to digital images from art museums[J]. Journal of the Association for Information Science and Technology,2014, 65(1):3-12.
[20] Huang Xiaoli, Dagobert S, Klavans J L. Modeling and analyzing the topicality of art images[J]. Journal of the Association for Information Science and Technology, 2015, 66(8):1616-1644.
[21] 宋宁远,王晓光. 面向数字人文的图像语义标注工具调查研究. 数字图书馆论坛,2015(4):7-13.
[22] 胡同庆.敦煌石窟艺术概述[J]. 敦煌研究, 1993(3):16-34.
[23] 马德. 敦煌文化遗产数字化保护之浅见[J]. 敦煌学辑刊, 2013(2):158-161.
[24] 李鸿恩, 黄时青. 敦煌学数字图书馆元数据设计原则[J]. 敦煌研究, 2007(3):86-90.
[25] 周志勇. 潘诺夫斯基图像学理论之研究[D]. 屏东:"国立"屏东教育大学, 2006:72-104.
[26] Panofsky E. Meaning in the visual Art:Papers in and on art history garden city[M]. New York:Doubleday, 1955. 12-13.
[27] 龙迪勇.图像叙事与文字叙事——故事画中的图像与文本[J].江西社会科学,2008(3):27-43.
