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Title: :  Compression of Hyperspectral Image using Compressive sensing
PaperId: :  2439
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-2439
Licence: :   IJARIIE is licensed under a Creative Commons Attribution-ShareAlike 4.0 International License.

Author NameAuthor Institute
Dhwani SarvaiyaL J Institute of Engineering and Technology
Mr. Jay AminL J Institute of Engineering and Technology

Abstract

Image Processing
Compressive sensing (CS), Hyperspectral Images, Sparse dictionary, OMP Algorithm, L*a*b* color space, Image Compression, Lossless image compression, Lossy image compression
A novel approach for the compression of hyperspectral images is described using compressive sensing. It is adopted in latest signal processing technique for acquiring and recovering a sparse signal in the most efficient way. Compressive Sensing is based on sampling theorem which takes less samples for signal processing and gives batter performance than the traditional theoram. Hyperspectral images typically demand enormous computational resources in terms of storage, computation, input/output, throughputs particularly when real-time processing is desired. So, Compressive sensing is best approach for compression of hyperspectral images and transforming to different places with acceptable signal –to –noise ratio (SNR) and compression ratio (CR) than other signal transformation techniques. At reconstruction time of images in compression process if sparse dictionary, OMP algorithm and L*a*b* color space is used with compressive sensing then quality of reconstructed image can be improved and color image is generated.

Citations

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IJARIIE Dhwani Sarvaiya, and Mr. Jay Amin. "Compression of Hyperspectral Image using Compressive sensing" International Journal Of Advance Research And Innovative Ideas In Education Volume 2 Issue 3 2016 Page 1904-1911
MLA Dhwani Sarvaiya, and Mr. Jay Amin. "Compression of Hyperspectral Image using Compressive sensing." International Journal Of Advance Research And Innovative Ideas In Education 2.3(2016) : 1904-1911.
APA Dhwani Sarvaiya, & Mr. Jay Amin. (2016). Compression of Hyperspectral Image using Compressive sensing. International Journal Of Advance Research And Innovative Ideas In Education, 2(3), 1904-1911.
Chicago Dhwani Sarvaiya, and Mr. Jay Amin. "Compression of Hyperspectral Image using Compressive sensing." International Journal Of Advance Research And Innovative Ideas In Education 2, no. 3 (2016) : 1904-1911.
Oxford Dhwani Sarvaiya, and Mr. Jay Amin. 'Compression of Hyperspectral Image using Compressive sensing', International Journal Of Advance Research And Innovative Ideas In Education, vol. 2, no. 3, 2016, p. 1904-1911. Available from IJARIIE, http://ijariie.com/AdminUploadPdf/Compression_of_Hyperspectral_Image_using_Compressive_sensing_ijariie2439.pdf (Accessed : 16 May 2016).
Harvard Dhwani Sarvaiya, and Mr. Jay Amin. (2016) 'Compression of Hyperspectral Image using Compressive sensing', International Journal Of Advance Research And Innovative Ideas In Education, 2(3), pp. 1904-1911IJARIIE [Online]. Available at: http://ijariie.com/AdminUploadPdf/Compression_of_Hyperspectral_Image_using_Compressive_sensing_ijariie2439.pdf (Accessed : 16 May 2016)
IEEE Dhwani Sarvaiya, and Mr. Jay Amin, "Compression of Hyperspectral Image using Compressive sensing," International Journal Of Advance Research And Innovative Ideas In Education, vol. 2, no. 3, pp. 1904-1911, May-Jun 2016. [Online]. Available: http://ijariie.com/AdminUploadPdf/Compression_of_Hyperspectral_Image_using_Compressive_sensing_ijariie2439.pdf [Accessed : 16 May 2016].
Turabian Dhwani Sarvaiya, and Mr. Jay Amin. "Compression of Hyperspectral Image using Compressive sensing." International Journal Of Advance Research And Innovative Ideas In Education [Online]. volume 2 number 3 (16 May 2016).
Vancouver Dhwani Sarvaiya, and Mr. Jay Amin. Compression of Hyperspectral Image using Compressive sensing. International Journal Of Advance Research And Innovative Ideas In Education [Internet]. 2016 [Cited : 16 May 2016]; 2(3) : 1904-1911. Available from: http://ijariie.com/AdminUploadPdf/Compression_of_Hyperspectral_Image_using_Compressive_sensing_ijariie2439.pdf
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