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Title: :  Improving Performance in Terms of Computation Time in CBIR Using Hadoop Map-Reduce
PaperId: :  2197
Published in:   International Journal Of Advance Research And Innovative Ideas In Education
Publisher:   IJARIIE
e-ISSN:   2395-4396
Volume/Issue:    Volume 2 Issue 3 2016
DUI:    16.0415/IJARIIE-2197
Licence: :   IJARIIE is licensed under a Creative Commons Attribution-ShareAlike 4.0 International License.

Author NameAuthor Institute
Nirav Anilkumar PatelL.J Institute of Engineering and Technology

Abstract

Image Processing
Content-Based Image Retrieval (CBIR), Color Moment, Discrete Cosine Transformation, Zernike Moment, Feature extraction, Precision, Recall,Efficiency
Image retrieval has been one of the most interesting and vivid research areas in the field of computer vision over the last decades. Content-Based Image Retrieval (CBIR) systems are used in order to automatically index, search, retrieve, and browse image databases. Color, texture and shape information have been the primitive image descriptors in content based image retrieval systems. Content Based Image Retrieval (CBIR) is a technique which uses feature extraction and we extract and execute all the low level feature color features, texture features and shape features and their methods. User need to give a query image and similarity measurement engine which is responsible in estimating the similarity between the query image and database images and then ranking. of images according to similarity to the input query image and reduces computational time for image retrieval by using MapReduce for distributed dataset as well as increases precision of image by combining all three feature extraction techniques. We have compared different techniques as well as the combinations of them to improve the performance. We have also compared the effect of different matching techniques on the retrieval process.

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IJARIIE Nirav Anilkumar Patel. "Improving Performance in Terms of Computation Time in CBIR Using Hadoop Map-Reduce" International Journal Of Advance Research And Innovative Ideas In Education Volume 2 Issue 3 2016 Page 548-555
MLA Nirav Anilkumar Patel. "Improving Performance in Terms of Computation Time in CBIR Using Hadoop Map-Reduce." International Journal Of Advance Research And Innovative Ideas In Education 2.3(2016) : 548-555.
APA Nirav Anilkumar Patel. (2016). Improving Performance in Terms of Computation Time in CBIR Using Hadoop Map-Reduce. International Journal Of Advance Research And Innovative Ideas In Education, 2(3), 548-555.
Chicago Nirav Anilkumar Patel. "Improving Performance in Terms of Computation Time in CBIR Using Hadoop Map-Reduce." International Journal Of Advance Research And Innovative Ideas In Education 2, no. 3 (2016) : 548-555.
Oxford Nirav Anilkumar Patel. 'Improving Performance in Terms of Computation Time in CBIR Using Hadoop Map-Reduce', International Journal Of Advance Research And Innovative Ideas In Education, vol. 2, no. 3, 2016, p. 548-555. Available from IJARIIE, https://ijariie.com/AdminUploadPdf/Improving_Performance_in_Terms_of_Computation_Time_in_CBIR_Using_Hadoop_Map_Reduce_ijariie2197.pdf (Accessed : 03 August 2016).
Harvard Nirav Anilkumar Patel. (2016) 'Improving Performance in Terms of Computation Time in CBIR Using Hadoop Map-Reduce', International Journal Of Advance Research And Innovative Ideas In Education, 2(3), pp. 548-555IJARIIE [Online]. Available at: https://ijariie.com/AdminUploadPdf/Improving_Performance_in_Terms_of_Computation_Time_in_CBIR_Using_Hadoop_Map_Reduce_ijariie2197.pdf (Accessed : 03 August 2016)
IEEE Nirav Anilkumar Patel, "Improving Performance in Terms of Computation Time in CBIR Using Hadoop Map-Reduce," International Journal Of Advance Research And Innovative Ideas In Education, vol. 2, no. 3, pp. 548-555, May-Jun 2016. [Online]. Available: https://ijariie.com/AdminUploadPdf/Improving_Performance_in_Terms_of_Computation_Time_in_CBIR_Using_Hadoop_Map_Reduce_ijariie2197.pdf [Accessed : 03 August 2016].
Turabian Nirav Anilkumar Patel. "Improving Performance in Terms of Computation Time in CBIR Using Hadoop Map-Reduce." International Journal Of Advance Research And Innovative Ideas In Education [Online]. volume 2 number 3 (03 August 2016).
Vancouver Nirav Anilkumar Patel. Improving Performance in Terms of Computation Time in CBIR Using Hadoop Map-Reduce. International Journal Of Advance Research And Innovative Ideas In Education [Internet]. 2016 [Cited : 03 August 2016]; 2(3) : 548-555. Available from: https://ijariie.com/AdminUploadPdf/Improving_Performance_in_Terms_of_Computation_Time_in_CBIR_Using_Hadoop_Map_Reduce_ijariie2197.pdf
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