A query analytic model for image retrieval

Hsiao Tieh Pu*

*此作品的通信作者

研究成果: 書貢獻/報告類型會議論文篇章

摘要

Searching digital images on a networked environment is rapidly growing. Despite recent advances in image retrieval technologies, high-precision and robust solutions remain hampered by limits to knowledge about user issues associated with image retrieval. This paper examines a large number of queries from a Web image search engine, and attempts to develop an analytic model to investigate their implications for image retrieval technologies. The model employs the concepts of uniqueness and refinement to categorize successful and failed queries. The results show that image requests have a higher specificity and may often contain queries refined by interpretive, reactive, and perceptual attributes. Based on the proposed model, the study further investigates feasible technical solutions integrating both content-based and concept-based technologies to deal with real image query types. The initial study has provided useful results that enhance the understanding of digital image searching and suggests implications for the improvement of image retrieval systems.

原文英語
主出版物標題Digital Libraries
主出版物子標題International Collaboration and Cross-Fertilization - 7th International Conference on Asian Digital Libraries, ICADL 2004
編輯Qihao Miao, Ee-peng Lim, Zhaoneng Chen, Yuxi Fu, Hsinchun Chen, Edward Fox
發行者Springer Verlag
頁面378-387
頁數10
ISBN(列印)9783540240303
DOIs
出版狀態已發佈 - 2005 一月 1
事件7th International Conference on Asian Digital Libraries, ICADL 2004 - Shanghai, 中国
持續時間: 2004 十二月 132004 十二月 17

出版系列

名字Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics)
3334 LNCS
ISSN(列印)0302-9743
ISSN(電子)1611-3349

會議

會議7th International Conference on Asian Digital Libraries, ICADL 2004
國家/地區中国
城市Shanghai
期間2004/12/132004/12/17

ASJC Scopus subject areas

  • 理論電腦科學
  • 電腦科學(全部)

指紋

深入研究「A query analytic model for image retrieval」主題。共同形成了獨特的指紋。

引用此