Content-Based Image Retrieval using SURF and Colour Moments

Dr. K.Velmurugan

Content-Based Image Retrieval using SURF and Colour Moments

Dr. K.Velmurugan * §

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§ SNR Sons College, Coimbatore, Tamil Nadu

Content-Based Image Retrieval using SURF and Colour Moments

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Abstract

Content-Based Image Retrieval (CBIR) is a challenging task which retrieves the similar images from the large database. Most of the CBIR system uses the low-level features such as colour, texture and shape to extract the features from the images. In Recent years the Interest points are used to extract the most similar images with different view point and different transformations. In this paper the SURF is combined with the colour feature to improve the retrieval accuracy. SURF is fast and robust interest points detector/descriptor which is used in many computer vision applications. To improve the performance of the system the SURF is combined with Colour Moments since SURF works only on gray scale images. The KD-tree with the Best Bin First (BBF) search algorithm is to index and match the similarity etween the features of the images. Finally, Voting Scheme algorithm is used to rank and retrieve the matched images from the database.

References

6 Cites in Article

Reference Format

R Veltkamp,M Tanase (2000). Content-based image retrieval systems:A survey.
W Smeulders,M Worring,S Santini,A Gupta,R Jain (2000). Content-based image retrieval at the end of the early years.
Ritendra Datta,Dhiraj Joshi,Jia Li,James Wang (2008). Image retrieval.
K Mikolajczyk,C Schmid (2005). A performance evaluation of local descriptors.
Herbert Bay,Andreas Ess,Tinne Tuytelaars,Luc Van Gool (2008). Speeded-Up Robust Features (SURF).
J Beis,D Lowe (1997). Shape Indexing Using approximate Nearest-neighbor Search in High-Dimensional Space.

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Funding

No external funding was declared for this work.

Conflict of Interest

The authors declare no conflict of interest.

Ethical Approval

No ethics committee approval was required for this article type.

Data Availability

Not applicable for this article.

How to Cite This Article

Dr. K.Velmurugan. . "Content-Based Image Retrieval using SURF and Colour Moments". Global Journal of Computer Science and Technology GJCST Volume 11 (GJCST Volume 11 Issue 10).

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GJCST Volume 11 Issue 10

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Journal Specifications

Crossref Journal DOI 10.17406/gjcst

Print ISSN 0975-4350

e-ISSN 0975-4172

Keywords

Not Found

Classification

GJCST Classification I.4.8

Submission ReceivedMarch 28, 2011
Peer Review Double Blind
Handling Editor
Accepted April 21, 2011
Published May 4, 2011

Version of record

v1.2

Issue date

May 25, 2011

Language

English

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Article Matrices

Total Score: 152

Country: India

Subject: Global Journal of Computer Science and Technology

Authors: Dr. K.Velmurugan, Lt.Dr.S.Santhosh Baboo (PhD/Dr. count: 2)

View Count (all-time): 436

Total Views (Real + Logic): 7510

Total Downloads (simulated): 628

Publish Date: 2011 05, Wed

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Total Views: 7.5K

Total Downloads: 628

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