Implementation of image enhancement techniques based on Intel Edison platform
Image enhancement (IE) is to produce images with suitable visual quality. These enhanced images can then be used in many image processing applications, for e.g., remote sensing, medical imaging, and aerial imaging. However, most of the previous applications have been implemented on traditional compu...
| Main Authors: | , , , |
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| Format: | Conference or Workshop Item |
| Language: | English |
| Published: |
IEEE
2016
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| Online Access: | http://psasir.upm.edu.my/id/eprint/55969/ http://psasir.upm.edu.my/id/eprint/55969/1/Implementation%20of%20image%20enhancement%20techniques%20based%20on%20Intel%20Edison%20platform.pdf |
| _version_ | 1848852950386999296 |
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| author | Khudhair, Zaid Hadi Sulaiman, Nasri Abdul Halin, Izhal Md Yunus, Nurul Amziah |
| author_facet | Khudhair, Zaid Hadi Sulaiman, Nasri Abdul Halin, Izhal Md Yunus, Nurul Amziah |
| author_sort | Khudhair, Zaid Hadi |
| building | UPM Institutional Repository |
| collection | Online Access |
| description | Image enhancement (IE) is to produce images with suitable visual quality. These enhanced images can then be used in many image processing applications, for e.g., remote sensing, medical imaging, and aerial imaging. However, most of the previous applications have been implemented on traditional computers, which are expensive and large. This work addresses the implementation of IE techniques like color balance, brightness, contrast, and sharpness, on a low cost platform (Intel Edison). The proposed enhancements are programmed by Python, with the assistance of Python imaging library (PIL). Two systems are being run, traditional computer and Intel Edison. The performance evaluation has been done by comparing the visual appearance and histogram of the enhanced images. The result shows that both systems produce similar outputs. Hence, with the low cost (75$) and tiny size (6×2.9×0.8 cm) of Intel Edison compared to the traditional computer (500$), performing IE on the Intel Edison is a viable low-cost alternative. |
| first_indexed | 2025-11-15T10:46:13Z |
| format | Conference or Workshop Item |
| id | upm-55969 |
| institution | Universiti Putra Malaysia |
| institution_category | Local University |
| language | English |
| last_indexed | 2025-11-15T10:46:13Z |
| publishDate | 2016 |
| publisher | IEEE |
| recordtype | eprints |
| repository_type | Digital Repository |
| spelling | upm-559692017-07-03T09:25:46Z http://psasir.upm.edu.my/id/eprint/55969/ Implementation of image enhancement techniques based on Intel Edison platform Khudhair, Zaid Hadi Sulaiman, Nasri Abdul Halin, Izhal Md Yunus, Nurul Amziah Image enhancement (IE) is to produce images with suitable visual quality. These enhanced images can then be used in many image processing applications, for e.g., remote sensing, medical imaging, and aerial imaging. However, most of the previous applications have been implemented on traditional computers, which are expensive and large. This work addresses the implementation of IE techniques like color balance, brightness, contrast, and sharpness, on a low cost platform (Intel Edison). The proposed enhancements are programmed by Python, with the assistance of Python imaging library (PIL). Two systems are being run, traditional computer and Intel Edison. The performance evaluation has been done by comparing the visual appearance and histogram of the enhanced images. The result shows that both systems produce similar outputs. Hence, with the low cost (75$) and tiny size (6×2.9×0.8 cm) of Intel Edison compared to the traditional computer (500$), performing IE on the Intel Edison is a viable low-cost alternative. IEEE 2016 Conference or Workshop Item PeerReviewed application/pdf en http://psasir.upm.edu.my/id/eprint/55969/1/Implementation%20of%20image%20enhancement%20techniques%20based%20on%20Intel%20Edison%20platform.pdf Khudhair, Zaid Hadi and Sulaiman, Nasri and Abdul Halin, Izhal and Md Yunus, Nurul Amziah (2016) Implementation of image enhancement techniques based on Intel Edison platform. In: 2016 1st International Conference on Information Technology, Information Systems and Electrical Engineering (ICITISEE 2016), 23-24 Aug. 2016, Yogyakarta, Indonesia. (pp. 17-20). 10.1109/ICITISEE.2016.7803040 |
| spellingShingle | Khudhair, Zaid Hadi Sulaiman, Nasri Abdul Halin, Izhal Md Yunus, Nurul Amziah Implementation of image enhancement techniques based on Intel Edison platform |
| title | Implementation of image enhancement techniques based on Intel Edison platform |
| title_full | Implementation of image enhancement techniques based on Intel Edison platform |
| title_fullStr | Implementation of image enhancement techniques based on Intel Edison platform |
| title_full_unstemmed | Implementation of image enhancement techniques based on Intel Edison platform |
| title_short | Implementation of image enhancement techniques based on Intel Edison platform |
| title_sort | implementation of image enhancement techniques based on intel edison platform |
| url | http://psasir.upm.edu.my/id/eprint/55969/ http://psasir.upm.edu.my/id/eprint/55969/ http://psasir.upm.edu.my/id/eprint/55969/1/Implementation%20of%20image%20enhancement%20techniques%20based%20on%20Intel%20Edison%20platform.pdf |