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Title: :  No Reference Based Quality Assessment Using Feed Forward Neural Network
PaperId: :  2298
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-2298
Licence: :   IJARIIE is licensed under a Creative Commons Attribution-ShareAlike 4.0 International License.

Author NameAuthor Institute
Shivangi Y. DesaiL.J.I.E.T.
Narendrasinh LimbadL.J.I.E.T.

Abstract

Computer Engineering
Image quality assessment, No reference image, Blind Image, Neural Network
With the increasing demand for image-based applications, the efficient and reliable evaluation of image quality has increased in importance. Blind image quality assessment (BIQA) aims to predict perceptual image quality scores without access to reference images. State-of-the-art BIQA methods typically require subjects to score a large number of images to train a robust model. In past few years many successful algorithms for full reference quality assessment have been developed but general purpose no-reference approaches still lags as most of the blind approaches are distortion specific this means they could only remove a specific type of distortion that may be blockiness, blur or ringing. This limits their application domain. To overcome this limitation a new model for no-reference image quality assessment based on feed forward neural network is discussed.

Citations

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IJARIIE Shivangi Y. Desai, and Narendrasinh Limbad. "No Reference Based Quality Assessment Using Feed Forward Neural Network" International Journal Of Advance Research And Innovative Ideas In Education Volume 2 Issue 3 2016 Page 627-631
MLA Shivangi Y. Desai, and Narendrasinh Limbad. "No Reference Based Quality Assessment Using Feed Forward Neural Network." International Journal Of Advance Research And Innovative Ideas In Education 2.3(2016) : 627-631.
APA Shivangi Y. Desai, & Narendrasinh Limbad. (2016). No Reference Based Quality Assessment Using Feed Forward Neural Network. International Journal Of Advance Research And Innovative Ideas In Education, 2(3), 627-631.
Chicago Shivangi Y. Desai, and Narendrasinh Limbad. "No Reference Based Quality Assessment Using Feed Forward Neural Network." International Journal Of Advance Research And Innovative Ideas In Education 2, no. 3 (2016) : 627-631.
Oxford Shivangi Y. Desai, and Narendrasinh Limbad. 'No Reference Based Quality Assessment Using Feed Forward Neural Network', International Journal Of Advance Research And Innovative Ideas In Education, vol. 2, no. 3, 2016, p. 627-631. Available from IJARIIE, https://ijariie.com/AdminUploadPdf/No_Reference_Based_Quality_Assessment_Using_Feed_Forward_Neural_Network_ijariie2298.pdf (Accessed : ).
Harvard Shivangi Y. Desai, and Narendrasinh Limbad. (2016) 'No Reference Based Quality Assessment Using Feed Forward Neural Network', International Journal Of Advance Research And Innovative Ideas In Education, 2(3), pp. 627-631IJARIIE [Online]. Available at: https://ijariie.com/AdminUploadPdf/No_Reference_Based_Quality_Assessment_Using_Feed_Forward_Neural_Network_ijariie2298.pdf (Accessed : )
IEEE Shivangi Y. Desai, and Narendrasinh Limbad, "No Reference Based Quality Assessment Using Feed Forward Neural Network," International Journal Of Advance Research And Innovative Ideas In Education, vol. 2, no. 3, pp. 627-631, May-Jun 2016. [Online]. Available: https://ijariie.com/AdminUploadPdf/No_Reference_Based_Quality_Assessment_Using_Feed_Forward_Neural_Network_ijariie2298.pdf [Accessed : ].
Turabian Shivangi Y. Desai, and Narendrasinh Limbad. "No Reference Based Quality Assessment Using Feed Forward Neural Network." International Journal Of Advance Research And Innovative Ideas In Education [Online]. volume 2 number 3 ().
Vancouver Shivangi Y. Desai, and Narendrasinh Limbad. No Reference Based Quality Assessment Using Feed Forward Neural Network. International Journal Of Advance Research And Innovative Ideas In Education [Internet]. 2016 [Cited : ]; 2(3) : 627-631. Available from: https://ijariie.com/AdminUploadPdf/No_Reference_Based_Quality_Assessment_Using_Feed_Forward_Neural_Network_ijariie2298.pdf
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