Thresholding and quantization algorithms for image compression techniques : a review
With increasing demand on digital images, there is a need to compress the image to entertain the limited bandwidth and storage capacity. Recently, there is a growing interest among researchers focusing on compression of various types of images and data. Amongst various compression algorithms, transf...
| Main Authors: | , , , , |
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| Format: | Article |
| Language: | English |
| Published: |
Penerbit Universiti Kebangsaan Malaysia
2018
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| Online Access: | http://journalarticle.ukm.my/17757/ http://journalarticle.ukm.my/17757/1/07.pdf |
| _version_ | 1848814392745918464 |
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| author | Lashari, Saima Anwar Rosziati Ibrahim, Nik Shahidah Afifi Md Taujuddin, Norhalina Senan, Suhaila Sari, |
| author_facet | Lashari, Saima Anwar Rosziati Ibrahim, Nik Shahidah Afifi Md Taujuddin, Norhalina Senan, Suhaila Sari, |
| author_sort | Lashari, Saima Anwar |
| building | UKM Institutional Repository |
| collection | Online Access |
| description | With increasing demand on digital images, there is a need to compress the image to entertain the limited bandwidth and storage capacity. Recently, there is a growing interest among researchers focusing on compression of various types of images and data. Amongst various compression algorithms, transform-based compression is one of the promising algorithms. Despite the technological advances in transmission and storage, the demands placed on the bandwidth of communication and storage capacities by far outstrips its availability. This paper presents a review of image compression principle, compression techniques and various thresholding algorithms (pre-processing algorithms) and quantization algorithm (post-processing algorithms). This paper intends to give an overview to the relevant parties to choose the suitable image compression algorithms to suit with the need. |
| first_indexed | 2025-11-15T00:33:22Z |
| format | Article |
| id | oai:generic.eprints.org:17757 |
| institution | Universiti Kebangasaan Malaysia |
| institution_category | Local University |
| language | English |
| last_indexed | 2025-11-15T00:33:22Z |
| publishDate | 2018 |
| publisher | Penerbit Universiti Kebangsaan Malaysia |
| recordtype | eprints |
| repository_type | Digital Repository |
| spelling | oai:generic.eprints.org:177572021-12-24T08:37:49Z http://journalarticle.ukm.my/17757/ Thresholding and quantization algorithms for image compression techniques : a review Lashari, Saima Anwar Rosziati Ibrahim, Nik Shahidah Afifi Md Taujuddin, Norhalina Senan, Suhaila Sari, With increasing demand on digital images, there is a need to compress the image to entertain the limited bandwidth and storage capacity. Recently, there is a growing interest among researchers focusing on compression of various types of images and data. Amongst various compression algorithms, transform-based compression is one of the promising algorithms. Despite the technological advances in transmission and storage, the demands placed on the bandwidth of communication and storage capacities by far outstrips its availability. This paper presents a review of image compression principle, compression techniques and various thresholding algorithms (pre-processing algorithms) and quantization algorithm (post-processing algorithms). This paper intends to give an overview to the relevant parties to choose the suitable image compression algorithms to suit with the need. Penerbit Universiti Kebangsaan Malaysia 2018-06 Article PeerReviewed application/pdf en http://journalarticle.ukm.my/17757/1/07.pdf Lashari, Saima Anwar and Rosziati Ibrahim, and Nik Shahidah Afifi Md Taujuddin, and Norhalina Senan, and Suhaila Sari, (2018) Thresholding and quantization algorithms for image compression techniques : a review. Asia-Pacific Journal of Information Technology and Multimedia, 7 (1). pp. 83-89. ISSN 2289-2192 https://www.ukm.my/apjitm/articles-year.php |
| spellingShingle | Lashari, Saima Anwar Rosziati Ibrahim, Nik Shahidah Afifi Md Taujuddin, Norhalina Senan, Suhaila Sari, Thresholding and quantization algorithms for image compression techniques : a review |
| title | Thresholding and quantization algorithms for image compression techniques : a review |
| title_full | Thresholding and quantization algorithms for image compression techniques : a review |
| title_fullStr | Thresholding and quantization algorithms for image compression techniques : a review |
| title_full_unstemmed | Thresholding and quantization algorithms for image compression techniques : a review |
| title_short | Thresholding and quantization algorithms for image compression techniques : a review |
| title_sort | thresholding and quantization algorithms for image compression techniques : a review |
| url | http://journalarticle.ukm.my/17757/ http://journalarticle.ukm.my/17757/ http://journalarticle.ukm.my/17757/1/07.pdf |