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A Survey Paper on Image Classification and Methods of Image Mining

by Sandeep Pandey, Sri Khetwat Saritha
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International Journal of Computer Applications
Foundation of Computer Science (FCS), NY, USA
Volume 169 - Number 6
Year of Publication: 2017
Authors: Sandeep Pandey, Sri Khetwat Saritha
10.5120/ijca2017914765

Sandeep Pandey, Sri Khetwat Saritha . A Survey Paper on Image Classification and Methods of Image Mining. International Journal of Computer Applications. 169, 6 ( Jul 2017), 10-12. DOI=10.5120/ijca2017914765

@article{ 10.5120/ijca2017914765,
author = { Sandeep Pandey, Sri Khetwat Saritha },
title = { A Survey Paper on Image Classification and Methods of Image Mining },
journal = { International Journal of Computer Applications },
issue_date = { Jul 2017 },
volume = { 169 },
number = { 6 },
month = { Jul },
year = { 2017 },
issn = { 0975-8887 },
pages = { 10-12 },
numpages = {9},
url = { https://ijcaonline.org/archives/volume169/number6/27988-2017914765/ },
doi = { 10.5120/ijca2017914765 },
publisher = {Foundation of Computer Science (FCS), NY, USA},
address = {New York, USA}
}
%0 Journal Article
%1 2024-02-07T00:16:39.259253+05:30
%A Sandeep Pandey
%A Sri Khetwat Saritha
%T A Survey Paper on Image Classification and Methods of Image Mining
%J International Journal of Computer Applications
%@ 0975-8887
%V 169
%N 6
%P 10-12
%D 2017
%I Foundation of Computer Science (FCS), NY, USA
Abstract

Image mining that consists of Image processing, Databases, Data mining, Machine learning, and artificial Intelligence, focuses on extraction of patterns from large collection of images. Although many researches have been done on many of these areas but issues are still there in image mining techniques. For instance, data mining techniques can’t automate mining of images from large set of images. In this paper, a general approach is been discussed to mine data based on many researches done till now. It will help readers who want to know about existing image mining techniques, and knowledge mining from large image data set to progress in this area.

References
  1. R. E. W. Rafael C. Gonzalez, DIGITAL IMAGE PROCESSING, PEARSON, 2008.
  2. M. C. D. P. Mr. Dipak R. Pardhi, "Image Classification Using Text Mining and Feature Clustering (Text Document and Image Categorization Using Fuzzy Similarity Based Feature Clustering)," IJETTCS, pp. 136-141, 2015.
  3. K. K. Prabhjeet Kaur, "Review of Different Existing Image Mining Techniques," IJARCSSE, vol. 4, no. 6, pp. 518-524, 2014.
  4. D. D. A.Kannan, "Image Clustering and Retrieval using Image Mining Techniques," in IEEE, TAMILNADU, 2010.
  5. Y. S. HU MIN, "OVERVIEW OF IMAGE MINING RESEARCH," in The 5th International Conference on computer science and education, hefei, china, 2010.
  6. M. J. M. A. M. K. M. B. Prof.Mrs.Sushma Nandgaonkar, "Image Mining of Textual Images Using Low-Level Image Features," maharastra, IEEE, 2010, pp. 588-592.
  7. A. K. A. S. Imran Khan, "Object Analysis in Image Mining," in INDIAcom, NEW DELHI, 2015.
  8. A. W. Neethu Joseph.c, "Retrieval of images using data mining techniques," KERALA, IEEE, 2014, pp. 204-208.
Index Terms

Computer Science
Information Sciences

Keywords

Image mining image classification image clustering image pre-processing content based image retrieval (CBIR).

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