IMPROVED REGION BASED MEDICAL IMAGE RETRIEVAL SYSTEM USING MULTIPLE TEXTURE FEATURES

Neelima.N; Sreenivasa Reddy.E

IMPROVED REGION BASED MEDICAL IMAGE RETRIEVAL SYSTEM USING MULTIPLE TEXTURE FEATURES

February 2017

Volume-1, Issue-5, 2016

Paper ID: C-1409

ISSN: 2395-4396

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Abstract & Details

Research Area

Electronics and Communication Engineering

Conference

National Conference on "Recent Advances in Materials Science & its Applications" & "Recent Trends in Electrical, Electronics, Computing and Information Technology"

Keywords

shape features city block distance minkowski distance fuzzy c-means cluster.

Abstract

Abstract In present days, the importance of Image Retrieval process is increasing dramatically in Medical Applications, Digital forensics, and Surveillance systems. This paper proposes an Improved Region based image retrieval system using multiple texture features. The experimental results present a comparative analysis of using multiple features. In this work Local Binary Pattern (LBP), HU moments, Chebyshev & Fourier descriptors are used with Canberra, city block and Minkowski distances. The results also present the improved method based on accuracy. The accuracy is calculated by the ratio of number of images displayed to the number of similar images in the database. Experiments are evaluated on dataset consists of 500 images with 10 categories, each of 50 similar images.

License

This work is licensed under a Creative Commons Attribution-ShareAlike 4.0 International License.

Author Information

#	Name	Institute / Affiliation
1	Neelima.N	Jain University, Bangalore
2	Sreenivasa Reddy.E	Acharya Nagarjuna University, Guntur, India.

How to Cite

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APA Style

Neelima.N & Reddy.E, Sreenivasa (2017). IMPROVED REGION BASED MEDICAL IMAGE RETRIEVAL SYSTEM USING MULTIPLE TEXTURE FEATURES. International Journal of Advance Research and Innovative Ideas In Education, 1(5), 96-103.

MLA Style

Neelima.N, and Sreenivasa Reddy.E. "IMPROVED REGION BASED MEDICAL IMAGE RETRIEVAL SYSTEM USING MULTIPLE TEXTURE FEATURES." International Journal of Advance Research and Innovative Ideas In Education, vol. 1, no. 5, 2017, pp. 96-103.

IEEE Style

Neelima.N and Sreenivasa Reddy.E, "IMPROVED REGION BASED MEDICAL IMAGE RETRIEVAL SYSTEM USING MULTIPLE TEXTURE FEATURES," International Journal of Advance Research and Innovative Ideas In Education, vol. 1, no. 5, pp. 96-103, 2017.

Vancouver Style

Neelima.N, Reddy.E Sreenivasa. IMPROVED REGION BASED MEDICAL IMAGE RETRIEVAL SYSTEM USING MULTIPLE TEXTURE FEATURES. International Journal of Advance Research and Innovative Ideas In Education. 2017;1(5):96-103.

Harvard Style

Neelima.N & Reddy.E, Sreenivasa (2017) 'IMPROVED REGION BASED MEDICAL IMAGE RETRIEVAL SYSTEM USING MULTIPLE TEXTURE FEATURES', International Journal of Advance Research and Innovative Ideas In Education, 1(5), pp. 96-103.

Chicago Style

Neelima.N and Sreenivasa Reddy.E. "IMPROVED REGION BASED MEDICAL IMAGE RETRIEVAL SYSTEM USING MULTIPLE TEXTURE FEATURES." International Journal of Advance Research and Innovative Ideas In Education 1, no. 5 (2017): 96-103.

Turabian Style

Neelima.N and Sreenivasa Reddy.E. "IMPROVED REGION BASED MEDICAL IMAGE RETRIEVAL SYSTEM USING MULTIPLE TEXTURE FEATURES." International Journal of Advance Research and Innovative Ideas In Education 1, no. 5 (2017): 96-103.