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...
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| Format: | Article |
| Language: | en |
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Universiti Kebangsaan Malaysia (UKM)
2018
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| Online Access: | http://eprints.uthm.edu.my/5731/1/AJ%202018%20%28330%29.pdf http://eprints.uthm.edu.my/5731/ |
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| author | Lashari, Saima Anwar Ibrahim, Rosziati Md Taujuddin, Nik Shahidah Afifi Senan, Norhalina Sari, Suhaila |
| author_facet | Lashari, Saima Anwar Ibrahim, Rosziati Md Taujuddin, Nik Shahidah Afifi Senan, Norhalina Sari, Suhaila |
| author_sort | Lashari, Saima Anwar |
| building | UTHM Library |
| collection | Institutional Repository |
| content_provider | Universiti Tun Hussein Onn Malaysia |
| content_source | UTHM Institutional Repository |
| continent | Asia |
| country | Malaysia |
| 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. |
| format | Article |
| id | my.uthm.eprints-5731 |
| institution | Universiti Tun Hussein Onn Malaysia |
| language | en |
| publishDate | 2018 |
| publisher | Universiti Kebangsaan Malaysia (UKM) |
| record_format | eprints |
| spelling | my.uthm.eprints-57312022-01-23T02:49:11Z http://eprints.uthm.edu.my/5731/ Thresholding and quantization algorithms for image compression techniques: a review Lashari, Saima Anwar Ibrahim, Rosziati Md Taujuddin, Nik Shahidah Afifi Senan, Norhalina Sari, Suhaila TJ Mechanical engineering and machinery 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. Universiti Kebangsaan Malaysia (UKM) 2018 Article PeerReviewed text en http://eprints.uthm.edu.my/5731/1/AJ%202018%20%28330%29.pdf Lashari, Saima Anwar and Ibrahim, Rosziati and Md Taujuddin, Nik Shahidah Afifi and Senan, Norhalina and Sari, Suhaila (2018) Thresholding and quantization algorithms for image compression techniques: a review. ASIA-PACIFIC JOURNAL OF INFORMATION TECHNOLOGY AND MULTIMEDIA, 7 (1). 83 -89. ISSN 2289-2192 |
| spellingShingle | TJ Mechanical engineering and machinery Lashari, Saima Anwar Ibrahim, Rosziati Md Taujuddin, Nik Shahidah Afifi Senan, Norhalina Sari, Suhaila 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 |
| topic | TJ Mechanical engineering and machinery |
| url | http://eprints.uthm.edu.my/5731/1/AJ%202018%20%28330%29.pdf http://eprints.uthm.edu.my/5731/ |
| url_provider | http://eprints.uthm.edu.my/ |