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Title: :  Image Resolution Improvement By Using DWT & SWT Transform
PaperId: :  1360
Published in:   International Journal Of Advance Research And Innovative Ideas In Education
Publisher:   IJARIIE
e-ISSN:   2395-4396
Volume/Issue:    Volume 1 Issue 4 2015
DUI:    16.0415/IJARIIE-1360
Licence: :   IJARIIE is licensed under a Creative Commons Attribution-ShareAlike 4.0 International License.

Author NameAuthor Institute
Miss. Ashwini Anil ThoratAVCOE
Prof. Katariya S. S.AVCOE

Abstract

Image Processing
DWT, IDWT, Interpolation, SWT, Bicubic, Bilinear
In this proposed method an image resolution enhancement technique based on interpolation of the high frequency subband images obtained by discrete wavelet transform (DWT) and the input image. The edges are enhanced by introducing an intermediate stage by using stationary wavelet transform(SWT). In DWT is applied in order to decompose an input image into different subbands. Then the high frequency subbands as well as the input image are interpolated. The estimated high frequency subbands are being modified using high frequency subbands obtained through SWT.Then all these subbands are combined to generate a new high resolution image using inverse DWT (IDWT). The quantitative and visual results are showing the superiority of the proposed technique over the conventional and state-of-art image resolution enhancement techniques

Citations

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IJARIIE Miss. Ashwini Anil Thorat, and Prof. Katariya S. S.. "Image Resolution Improvement By Using DWT & SWT Transform" International Journal Of Advance Research And Innovative Ideas In Education Volume 1 Issue 4 2015 Page 490-495
MLA Miss. Ashwini Anil Thorat, and Prof. Katariya S. S.. "Image Resolution Improvement By Using DWT & SWT Transform." International Journal Of Advance Research And Innovative Ideas In Education 1.4(2015) : 490-495.
APA Miss. Ashwini Anil Thorat, & Prof. Katariya S. S.. (2015). Image Resolution Improvement By Using DWT & SWT Transform. International Journal Of Advance Research And Innovative Ideas In Education, 1(4), 490-495.
Chicago Miss. Ashwini Anil Thorat, and Prof. Katariya S. S.. "Image Resolution Improvement By Using DWT & SWT Transform." International Journal Of Advance Research And Innovative Ideas In Education 1, no. 4 (2015) : 490-495.
Oxford Miss. Ashwini Anil Thorat, and Prof. Katariya S. S.. 'Image Resolution Improvement By Using DWT & SWT Transform', International Journal Of Advance Research And Innovative Ideas In Education, vol. 1, no. 4, 2015, p. 490-495. Available from IJARIIE, https://ijariie.com/AdminUploadPdf/Image_Resolution_Improvement_By_Using_DWT___SWT_Transform_ijariie1360_volume_1_14_page_490_495.pdf (Accessed : 13 January 2018).
Harvard Miss. Ashwini Anil Thorat, and Prof. Katariya S. S.. (2015) 'Image Resolution Improvement By Using DWT & SWT Transform', International Journal Of Advance Research And Innovative Ideas In Education, 1(4), pp. 490-495IJARIIE [Online]. Available at: https://ijariie.com/AdminUploadPdf/Image_Resolution_Improvement_By_Using_DWT___SWT_Transform_ijariie1360_volume_1_14_page_490_495.pdf (Accessed : 13 January 2018)
IEEE Miss. Ashwini Anil Thorat, and Prof. Katariya S. S., "Image Resolution Improvement By Using DWT & SWT Transform," International Journal Of Advance Research And Innovative Ideas In Education, vol. 1, no. 4, pp. 490-495, Sep-Oct 2015. [Online]. Available: https://ijariie.com/AdminUploadPdf/Image_Resolution_Improvement_By_Using_DWT___SWT_Transform_ijariie1360_volume_1_14_page_490_495.pdf [Accessed : 13 January 2018].
Turabian Miss. Ashwini Anil Thorat, and Prof. Katariya S. S.. "Image Resolution Improvement By Using DWT & SWT Transform." International Journal Of Advance Research And Innovative Ideas In Education [Online]. volume 1 number 4 (13 January 2018).
Vancouver Miss. Ashwini Anil Thorat, and Prof. Katariya S. S.. Image Resolution Improvement By Using DWT & SWT Transform. International Journal Of Advance Research And Innovative Ideas In Education [Internet]. 2015 [Cited : 13 January 2018]; 1(4) : 490-495. Available from: https://ijariie.com/AdminUploadPdf/Image_Resolution_Improvement_By_Using_DWT___SWT_Transform_ijariie1360_volume_1_14_page_490_495.pdf
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