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

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

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

Abstract

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.

Original languageEnglish
Title of host publicationMultiMedia Modeling - 22nd International Conference, MMM 2016, Proceedings
EditorsRichang Hong, Nicu Sebe, Qi Tian, Guo-Jun Qi, Benoit Huet, Xueliang Liu
PublisherSpringer Verlag
Pages162-173
Number of pages12
ISBN (Print)9783319276731
DOIs
Publication statusPublished - 2016 Jan 1
Event22nd International Conference on MultiMedia Modeling, MMM 2016 - Miami, United States
Duration: 2016 Jan 42016 Jan 6

Publication series

NameLecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics)
Volume9517
ISSN (Print)0302-9743
ISSN (Electronic)1611-3349

Other

Other22nd International Conference on MultiMedia Modeling, MMM 2016
CountryUnited States
CityMiami
Period16-01-0416-01-06

All Science Journal Classification (ASJC) codes

  • Theoretical Computer Science
  • Computer Science(all)

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