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ICSES Transactions on Image Processing and Pattern Recognition
Vol. 4, No. 4, Dec. 2018


A Review and Comparative Analysis on Image Mining Techniques

Book Chapter of Image Segmentation: A Guide to Image Mining
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Vikramsingh Parihar a,mail_outline, Roshani Nage b, Atul Dahane c
a PRMCEAM, Amravati, India
b SGBAU Amravati, Amravati, India
c SGBAU Amravati, Amravati, India

 

Highlights and Novelties
1- This paper is very important for the comparative study of various image mining approaches which is prerequisite for solving image mining problem.

2- we have critically and exhaustively analyzed forty research and review papers

3- The review is categorized into three types, image analysis and pattern recognition related work, image mining through various approaches, and graph theory based related work in image mining.

 

Manuscript Abstract
This paper presents the analysis and comparison of existing literature relevant to various image mining process and the mechanisms associated with it. Though, the literature consists of a lot many research contributions, but, here, we have critically and exhaustively analyzed around forty research and review papers. Based on the basic concepts used in their mechanisms, the existing approaches are categorized into three types, image analysis and pattern recognition related work, image mining through various approaches, and graph theory based related work in image mining. The emphasis is on the concept used by the concerned authors, the database used for experimentations and the performance evaluation parameters. The claims of the researchers are also highlighted. Our findings from the exhaustive literature review are mentioned along with the identified problems. This paper is very important for the comparative study of various image mining approaches which is prerequisite for solving image mining problem.

 

Keywords
 Image Analysis   Image Mining   Image Processing   Image Segmentation   Weighted Substructure 

 

Copyright and Licence
© Copyright was transferred to International Computer Science and Engineering Society (ICSES) by all the Authors. This manuscript is published in Open-Access manner based on the copyright licence of Creative Commons Attribution Non Commercial 4.0 International (CC BY-NC 4.0).

 

Cite this manuscript as
Vikramsingh Parihar, Roshani Nage, Atul Dahane, "A Review and Comparative Analysis on Image Mining Techniques ," in Image Segmentation: A Guide to Image Mining, 1st ed., ITIPPR: ICSES, 2018, pp. 51-60.

 

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Manuscript ID: 206
Pages: 51-60
Submitted: 2018-10-10
Revised: 2018-12-02
Revised: 2018-12-04
Accepted: 2018-12-13
Published: 2018-12-30


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Journal's Title
ITIPPR Cover Page

Journal

ICSES Transactions on Image Processing and Pattern Recognition
ISSN: 2645-8071

ISSN: 2645-8071
Frequency: Quarterly
Accessability: Online - Open Access (till 2020)
Founded in: Mar. 2015
Publisher: ICSES
DOI Suffix: 10.31424/icses.itippr