Supervised Content based Image Retrieval using Fuzzy Texton and Shearlet Transform

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CSTGVBE6W4

Supervised Content based Image Retrieval using Fuzzy Texton and Shearlet Transform

Sudhakar Putheti
Sudhakar Putheti Acharya Nagarjuna University
Mohan Krishna kotha
Mohan Krishna kotha
Srinivasa Reddy Edara
Srinivasa Reddy Edara
DOI

Abstract

In this paper we proposed, a novel framework to assist and automate the diagnosis of diseases from computer-based image analysis method using Content-based image retrieval (CBIR). CBIR is the process of retrieving related images from large database collections by using low level image features such as color, texture and shape etc. we have used fuzzy texton and discrete shearlet transform to extract texture and shape features. The aim is to support decision making by retrieving and displaying relevant past cases visually similar to the one under examination with relevance feedback using Support Vector Machines.

Supervised Content based Image Retrieval using Fuzzy Texton and Shearlet Transform

In this paper we proposed, a novel framework to assist and automate the diagnosis of diseases from computer-based image analysis method using Content-based image retrieval (CBIR). CBIR is the process of retrieving related images from large database collections by using low level image features such as color, texture and shape etc. we have used fuzzy texton and discrete shearlet transform to extract texture and shape features. The aim is to support decision making by retrieving and displaying relevant past cases visually similar to the one under examination with relevance feedback using Support Vector Machines.

Sudhakar Putheti
Sudhakar Putheti Acharya Nagarjuna University
Mohan Krishna kotha
Mohan Krishna kotha
Srinivasa Reddy Edara
Srinivasa Reddy Edara

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Sudhakar Putheti. 2015. “. Global Journal of Computer Science and Technology – F: Graphics & Vision GJCST-F Volume 15 (GJCST Volume 15 Issue F1): .

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Crossref Journal DOI 10.17406/gjcst

Print ISSN 0975-4350

e-ISSN 0975-4172

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GJCST Volume 15 Issue F1
Pg. 15- 22
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I.2.3 I.5.1
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Supervised Content based Image Retrieval using Fuzzy Texton and Shearlet Transform

Sudhakar Putheti
Sudhakar Putheti Acharya Nagarjuna University
Mohan Krishna kotha
Mohan Krishna kotha
Srinivasa Reddy Edara
Srinivasa Reddy Edara

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