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Reseach Article

Survey of Image Retrieval Techniques and Algorithms for Image-rich Information Networks

by Vishal S. Kore, B. A. Tidke, Pankaj Chandre
International Journal of Computer Applications
Foundation of Computer Science (FCS), NY, USA
Volume 112 - Number 6
Year of Publication: 2015
Authors: Vishal S. Kore, B. A. Tidke, Pankaj Chandre
10.5120/19674-1244

Vishal S. Kore, B. A. Tidke, Pankaj Chandre . Survey of Image Retrieval Techniques and Algorithms for Image-rich Information Networks. International Journal of Computer Applications. 112, 6 ( February 2015), 39-42. DOI=10.5120/19674-1244

@article{ 10.5120/19674-1244,
author = { Vishal S. Kore, B. A. Tidke, Pankaj Chandre },
title = { Survey of Image Retrieval Techniques and Algorithms for Image-rich Information Networks },
journal = { International Journal of Computer Applications },
issue_date = { February 2015 },
volume = { 112 },
number = { 6 },
month = { February },
year = { 2015 },
issn = { 0975-8887 },
pages = { 39-42 },
numpages = {9},
url = { https://ijcaonline.org/archives/volume112/number6/19674-1244/ },
doi = { 10.5120/19674-1244 },
publisher = {Foundation of Computer Science (FCS), NY, USA},
address = {New York, USA}
}
%0 Journal Article
%1 2024-02-06T22:48:46.100625+05:30
%A Vishal S. Kore
%A B. A. Tidke
%A Pankaj Chandre
%T Survey of Image Retrieval Techniques and Algorithms for Image-rich Information Networks
%J International Journal of Computer Applications
%@ 0975-8887
%V 112
%N 6
%P 39-42
%D 2015
%I Foundation of Computer Science (FCS), NY, USA
Abstract

Social networking sites allow users to share images, E-commerce web sites also contains millions of images and thus forms image-rich information networks. Retrieving images from image-rich information networks is very challenging task, due to existence of information like text, user, image, feature, tags and group. The concept of image-rich information networks, image retrieval system and techniques like CBIR and TBIR are explained in this paper. The comparative study of image ranking and retrieval algorithms like simrank, k-simrank, HMOK-simrank is also mentioned in this paper.

References
  1. Xin Jin, Jiebo Luo, Jie Yu, Gang Wang, Dhiraj Joshi and Jiawei Han, "iRIN: Image Retrieval in Image-Rich Information Networks", ACM, April 26–30, 2010.
  2. Xin Jin, Jiebo Luo, Jie Yu, Gang Wang, Dhiraj Joshi and Jiawei Han, "Reinforced Similarity Integration in Image-Rich Information Networks", IEEE Transactions On Knowledge and Data Engineering, Vol. 25, no. 2, February 2013.
  3. Lixin Duan, Wen Li, Ivor Wai-Hung Tsang, and Dong Xu, "Improving Web Image Search by Bag-Based Reranking", IEEE Transactions On Image Processing, Vol. 20, No. 11, November 2011.
  4. Hui Hui Wang, Dzulkifli Mohamad, N. A. Ismail, "Approaches, Challenges and Future Direction of Image Retrieval", Journal Of Computing, Volume 2, Issue 6, June 2010.
  5. Mehwish Rehman, Muhammad Iqbal, Muhammad Sharif and Mudassar Raza,"Content Based image Retrieval: Survey", World Applied Sciences Journal, IDOSI Publications, 2012.
  6. Z. Yang and C. -C. J. Kuo, "Survey on Image Content Analysis, "Indexings, and Retrieval Techniques and Status Report of Mpeg-7," Tamkang J. Science and Eng. , vol. 3, no. 2, pp. 101-118, 1999.
  7. Laaksonen J. , E. Oja, M. Koskela and S. Brandt, "Analyzing low-level visual features using content based image retrieval", In: Proc int'l conf neural information processing, Taejon, pp. 14-18, 2000.
  8. J. Huang, S. R. Kumar, M. Mitra, W. -J. Zhu,and R. Zabih, "Image Indexing Using Color Correlograms", Proc. IEEE CS Conf. Computer Vision and Pattern Recognition (CVPR '97), pp. 762-768, 1997.
  9. Yushi Jing and Shumeet Baluja, "VisualRank: Applying PageRank to Large-Scale Image Search", IEEE TRANSACTIONS, Vol. 30, no. 11, Nov. 2008.
  10. G. Jeh and J. Widom, "SimRank: A Measure of Structural-Context Similarity," Proc. Eighth Int'l Conf. Knowledge Discovery and Data Mining (KDD '02), 2002.
  11. A. Vijay, k. Jayarajan, "Image Similarity Measurements Using Hmok-Simrank ", IJLTET, Vol. 4 Issue 1 May 2014.
  12. Savvas A. and Chatzichristofis, "Color and Edge Directivity Descriptor: Descriptor for Image indexing and Retrieval", Springer, pp. 312-322, 2008.
Index Terms

Computer Science
Information Sciences

Keywords

Image retrieval techniques image retrieval algorithms.