A Pixel Based Method for Image Compression
The basic solution to overcome difficult issues related to huge size of digital images is to recruited image compression techniques to reduce images size for efficient storage and fast transmission. In this paper, a new scheme of pixel base technique is proposed for grayscale image compression that...
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| Format: | Article |
| Language: | English |
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Tikrit University
2022-12-01
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| Series: | Tikrit Journal of Pure Science |
| Subjects: | |
| Online Access: | https://tjpsj.org/index.php/tjps/article/view/108 |
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| _version_ | 1839631022522630144 |
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| author | Abdullah A. Hussain Ghadah K. AL-Khafaji |
| author_facet | Abdullah A. Hussain Ghadah K. AL-Khafaji |
| author_sort | Abdullah A. Hussain |
| collection | DOAJ |
| description |
The basic solution to overcome difficult issues related to huge size of digital images is to recruited image compression techniques to reduce images size for efficient storage and fast transmission. In this paper, a new scheme of pixel base technique is proposed for grayscale image compression that implicitly utilize hybrid techniques of spatial modelling base technique of minimum residual along with transformed technique of Discrete Wavelet Transform (DWT) that also impels mixed between lossless and lossy techniques to ensure highly performance in terms of compression ratio and quality. The proposed technique has been applied on a set of standard test images and the results obtained are significantly encourage compared with Joint Photographic Experts Group (JPEG).
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| format | Article |
| id | doaj-art-09a74e8e828e4e00bb8768b2e623c228 |
| institution | Matheson Library |
| issn | 1813-1662 2415-1726 |
| language | English |
| publishDate | 2022-12-01 |
| publisher | Tikrit University |
| record_format | Article |
| series | Tikrit Journal of Pure Science |
| spelling | doaj-art-09a74e8e828e4e00bb8768b2e623c2282025-07-12T09:59:13ZengTikrit UniversityTikrit Journal of Pure Science1813-16622415-17262022-12-0126110.25130/tjps.v26i1.108A Pixel Based Method for Image CompressionAbdullah A. HussainGhadah K. AL-Khafaji The basic solution to overcome difficult issues related to huge size of digital images is to recruited image compression techniques to reduce images size for efficient storage and fast transmission. In this paper, a new scheme of pixel base technique is proposed for grayscale image compression that implicitly utilize hybrid techniques of spatial modelling base technique of minimum residual along with transformed technique of Discrete Wavelet Transform (DWT) that also impels mixed between lossless and lossy techniques to ensure highly performance in terms of compression ratio and quality. The proposed technique has been applied on a set of standard test images and the results obtained are significantly encourage compared with Joint Photographic Experts Group (JPEG). https://tjpsj.org/index.php/tjps/article/view/108Image compressionJPEGfixed predictormodelling and pixel based |
| spellingShingle | Abdullah A. Hussain Ghadah K. AL-Khafaji A Pixel Based Method for Image Compression Tikrit Journal of Pure Science Image compression JPEG fixed predictor modelling and pixel based |
| title | A Pixel Based Method for Image Compression |
| title_full | A Pixel Based Method for Image Compression |
| title_fullStr | A Pixel Based Method for Image Compression |
| title_full_unstemmed | A Pixel Based Method for Image Compression |
| title_short | A Pixel Based Method for Image Compression |
| title_sort | pixel based method for image compression |
| topic | Image compression JPEG fixed predictor modelling and pixel based |
| url | https://tjpsj.org/index.php/tjps/article/view/108 |
| work_keys_str_mv | AT abdullahahussain apixelbasedmethodforimagecompression AT ghadahkalkhafaji apixelbasedmethodforimagecompression AT abdullahahussain pixelbasedmethodforimagecompression AT ghadahkalkhafaji pixelbasedmethodforimagecompression |