Image retrieval using color-aware tag on progressive image search and recommendation system

Shih Yu Ku, Kai Hsiang Chen, Jen Wei Huang, Yu Tsao

研究成果: Conference contribution

摘要

In recent years, a large amount of different types of multimedia applications has been produced and propagated in our daily life. Accordingly, multimedia retrieval has become an important task. This paper proposes a novel Color-Aware Tag (CAT) algorithm for effective image retrieval. The proposed CAT algorithm can be divided into two phases: the offline and the online phases. In the offline phase, CAT prepares a set of color histograms for each specific tag. In the online phase, the tags along with the prepared color histograms are used to facilitate the image retrieval process. We evaluated the CAT algorithm on an image retrieval task by using a Progressive Image Search And Recommendation (PISAR) system. The Waking And Sleeping (WAS) algorithm was also incorporated to improve the performance of the CAT algorithm. Experimental results demonstrate that the CAT algorithm can effectively improve the performance of the image retrieval process.

原文English
主出版物標題MultiMedia Modeling - 22nd International Conference, MMM 2016, Proceedings
編輯Richang Hong, Nicu Sebe, Qi Tian, Guo-Jun Qi, Benoit Huet, Xueliang Liu
發行者Springer Verlag
頁面162-173
頁數12
ISBN(列印)9783319276731
DOIs
出版狀態Published - 2016 一月 1
事件22nd International Conference on MultiMedia Modeling, MMM 2016 - Miami, United States
持續時間: 2016 一月 42016 一月 6

出版系列

名字Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics)
9517
ISSN(列印)0302-9743
ISSN(電子)1611-3349

Other

Other22nd International Conference on MultiMedia Modeling, MMM 2016
國家United States
城市Miami
期間16-01-0416-01-06

All Science Journal Classification (ASJC) codes

  • Theoretical Computer Science
  • Computer Science(all)

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  • 引用此

    Ku, S. Y., Chen, K. H., Huang, J. W., & Tsao, Y. (2016). Image retrieval using color-aware tag on progressive image search and recommendation system. 於 R. Hong, N. Sebe, Q. Tian, G-J. Qi, B. Huet, & X. Liu (編輯), MultiMedia Modeling - 22nd International Conference, MMM 2016, Proceedings (頁 162-173). (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); 卷 9517). Springer Verlag. https://doi.org/10.1007/978-3-319-27674-8_15