Digital Image Compression using Karhunen-Loève Transform
In this research present the digital image compression using by Karhunen-Loève Transform (KLT), by convert a color digital image to a gray square digital image, then select the no. of eigen values and eigen vectors that can reconstruct the image, that be very near to the original image. And then...
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| Format: | Article |
| Language: | English |
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Mosul University
2013-09-01
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| Series: | Al-Rafidain Journal of Computer Sciences and Mathematics |
| Subjects: | |
| Online Access: | https://csmj.mosuljournals.com/article_163535_38e216eeabe764b58d476c75033d610d.pdf |
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| _version_ | 1850196635195277312 |
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| author | Ghada Younes |
| author_facet | Ghada Younes |
| author_sort | Ghada Younes |
| collection | DOAJ |
| description | In this research present the digital image compression using by Karhunen-Loève Transform (KLT), by convert a color digital image to a gray square digital image, then select the no. of eigen values and eigen vectors that can reconstruct the image, that be very near to the original image.
And then calculate compression ratio and a high result reach it, after applied fidelity criteria on image produce from compression represented by (PSNR, MSE, correlation coefficient and compression ratio), and using a matlab language programming for execute this research. |
| format | Article |
| id | doaj-art-d78a66da27644f7b8fdd5168f2008db2 |
| institution | OA Journals |
| issn | 1815-4816 2311-7990 |
| language | English |
| publishDate | 2013-09-01 |
| publisher | Mosul University |
| record_format | Article |
| series | Al-Rafidain Journal of Computer Sciences and Mathematics |
| spelling | doaj-art-d78a66da27644f7b8fdd5168f2008db22025-08-20T02:13:24ZengMosul UniversityAl-Rafidain Journal of Computer Sciences and Mathematics1815-48162311-79902013-09-01103475910.33899/csmj.2013.163535163535Digital Image Compression using Karhunen-Loève TransformGhada Younes0College of Computer Science and Mathematics University of Mosul, Mosul, IraqIn this research present the digital image compression using by Karhunen-Loève Transform (KLT), by convert a color digital image to a gray square digital image, then select the no. of eigen values and eigen vectors that can reconstruct the image, that be very near to the original image. And then calculate compression ratio and a high result reach it, after applied fidelity criteria on image produce from compression represented by (PSNR, MSE, correlation coefficient and compression ratio), and using a matlab language programming for execute this research.https://csmj.mosuljournals.com/article_163535_38e216eeabe764b58d476c75033d610d.pdfdigital imagecompressionkarhunen-loève transform |
| spellingShingle | Ghada Younes Digital Image Compression using Karhunen-Loève Transform Al-Rafidain Journal of Computer Sciences and Mathematics digital image compression karhunen-loève transform |
| title | Digital Image Compression using Karhunen-Loève Transform |
| title_full | Digital Image Compression using Karhunen-Loève Transform |
| title_fullStr | Digital Image Compression using Karhunen-Loève Transform |
| title_full_unstemmed | Digital Image Compression using Karhunen-Loève Transform |
| title_short | Digital Image Compression using Karhunen-Loève Transform |
| title_sort | digital image compression using karhunen loeve transform |
| topic | digital image compression karhunen-loève transform |
| url | https://csmj.mosuljournals.com/article_163535_38e216eeabe764b58d476c75033d610d.pdf |
| work_keys_str_mv | AT ghadayounes digitalimagecompressionusingkarhunenloevetransform |