Cross-Language and Cross-Media Image Retrieval: An Empirical Study at ImageCLEF2007

This paper summarizes our empirical study of cross-language and cross-media image retrieval at the CLEF image retrieval track (ImageCLEF2007). In this year, we participated in the ImageCLEF photo retrieval task, in which the goal of the retrieval task is to search natural photos by some query with b...

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Main Author: HOI, Steven C. H.
Format: text
Language:English
Published: Institutional Knowledge at Singapore Management University 2007
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Online Access:https://ink.library.smu.edu.sg/sis_research/2407
https://ink.library.smu.edu.sg/context/sis_research/article/3407/viewcontent/chp_3A10.1007_2F978_3_540_85760_0_67.pdf
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spelling sg-smu-ink.sis_research-34072018-08-14T04:12:13Z Cross-Language and Cross-Media Image Retrieval: An Empirical Study at ImageCLEF2007 HOI, Steven C. H. This paper summarizes our empirical study of cross-language and cross-media image retrieval at the CLEF image retrieval track (ImageCLEF2007). In this year, we participated in the ImageCLEF photo retrieval task, in which the goal of the retrieval task is to search natural photos by some query with both textual and visual information. In this paper, we study the empirical evaluations of our solutions for the image retrieval tasks in three aspects. First of all, we study the application of language models and smoothing strategies for text-based image retrieval, particularly addressing the short text query issue. Secondly, we study the cross-media image retrieval problem using some simple combination strategy. Lastly, we study the cross-language image retrieval problem between English and Chinese. Finally, we summarize our empirical experiences and indicate some future directions. 2007-09-01T07:00:00Z text application/pdf https://ink.library.smu.edu.sg/sis_research/2407 info:doi/9783540857600 https://ink.library.smu.edu.sg/context/sis_research/article/3407/viewcontent/chp_3A10.1007_2F978_3_540_85760_0_67.pdf http://creativecommons.org/licenses/by-nc-nd/4.0/ Research Collection School Of Computing and Information Systems eng Institutional Knowledge at Singapore Management University Language Model Image Retrieval Retrieval Model Retrieval Task Dirichlet Prior Computer Sciences Databases and Information Systems
institution Singapore Management University
building SMU Libraries
continent Asia
country Singapore
Singapore
content_provider SMU Libraries
collection InK@SMU
language English
topic Language Model
Image Retrieval
Retrieval Model
Retrieval Task
Dirichlet Prior
Computer Sciences
Databases and Information Systems
spellingShingle Language Model
Image Retrieval
Retrieval Model
Retrieval Task
Dirichlet Prior
Computer Sciences
Databases and Information Systems
HOI, Steven C. H.
Cross-Language and Cross-Media Image Retrieval: An Empirical Study at ImageCLEF2007
description This paper summarizes our empirical study of cross-language and cross-media image retrieval at the CLEF image retrieval track (ImageCLEF2007). In this year, we participated in the ImageCLEF photo retrieval task, in which the goal of the retrieval task is to search natural photos by some query with both textual and visual information. In this paper, we study the empirical evaluations of our solutions for the image retrieval tasks in three aspects. First of all, we study the application of language models and smoothing strategies for text-based image retrieval, particularly addressing the short text query issue. Secondly, we study the cross-media image retrieval problem using some simple combination strategy. Lastly, we study the cross-language image retrieval problem between English and Chinese. Finally, we summarize our empirical experiences and indicate some future directions.
format text
author HOI, Steven C. H.
author_facet HOI, Steven C. H.
author_sort HOI, Steven C. H.
title Cross-Language and Cross-Media Image Retrieval: An Empirical Study at ImageCLEF2007
title_short Cross-Language and Cross-Media Image Retrieval: An Empirical Study at ImageCLEF2007
title_full Cross-Language and Cross-Media Image Retrieval: An Empirical Study at ImageCLEF2007
title_fullStr Cross-Language and Cross-Media Image Retrieval: An Empirical Study at ImageCLEF2007
title_full_unstemmed Cross-Language and Cross-Media Image Retrieval: An Empirical Study at ImageCLEF2007
title_sort cross-language and cross-media image retrieval: an empirical study at imageclef2007
publisher Institutional Knowledge at Singapore Management University
publishDate 2007
url https://ink.library.smu.edu.sg/sis_research/2407
https://ink.library.smu.edu.sg/context/sis_research/article/3407/viewcontent/chp_3A10.1007_2F978_3_540_85760_0_67.pdf
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