Visual quality assessment : recent developments, coding applications and future trends
Research on visual quality assessment has been active during the last decade. In this work, we provide an in-depth review of recent developments in the field. As compared with existing survey papers, our current work has several unique contributions. First, besides image quality databases and metric...
| Main Authors: | , , , |
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| Other Authors: | |
| Format: | Journal Article |
| Language: | English |
| Published: |
2014
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| Subjects: | |
| Online Access: | https://hdl.handle.net/10356/106287 http://hdl.handle.net/10220/23993 |
| _version_ | 1811694163009208320 |
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| author | Liu, Tsung-Jung Lin, Yu-Chieh Lin, Weisi Kuo, C.-C. Jay |
| author2 | School of Computer Engineering |
| author_facet | School of Computer Engineering Liu, Tsung-Jung Lin, Yu-Chieh Lin, Weisi Kuo, C.-C. Jay |
| author_sort | Liu, Tsung-Jung |
| collection | NTU |
| description | Research on visual quality assessment has been active during the last decade. In this work, we provide an in-depth review of recent developments in the field. As compared with existing survey papers, our current work has several unique contributions. First, besides image quality databases and metrics, we put equal emphasis on video quality databases and metrics as this is a less investigated area. Second, we discuss the application of visual quality evaluation to perceptual coding as an example for applications. Third, we benchmark the performance of state-of-the-art visual quality metrics with experiments. Finally, future trends in visual quality assessment are discussed. |
| first_indexed | 2024-10-01T07:03:12Z |
| format | Journal Article |
| id | ntu-10356/106287 |
| institution | Nanyang Technological University |
| language | English |
| last_indexed | 2024-10-01T07:03:12Z |
| publishDate | 2014 |
| record_format | dspace |
| spelling | ntu-10356/1062872020-05-28T07:41:41Z Visual quality assessment : recent developments, coding applications and future trends Liu, Tsung-Jung Lin, Yu-Chieh Lin, Weisi Kuo, C.-C. Jay School of Computer Engineering DRNTU::Engineering::Computer science and engineering::Computing methodologies::Image processing and computer vision Research on visual quality assessment has been active during the last decade. In this work, we provide an in-depth review of recent developments in the field. As compared with existing survey papers, our current work has several unique contributions. First, besides image quality databases and metrics, we put equal emphasis on video quality databases and metrics as this is a less investigated area. Second, we discuss the application of visual quality evaluation to perceptual coding as an example for applications. Third, we benchmark the performance of state-of-the-art visual quality metrics with experiments. Finally, future trends in visual quality assessment are discussed. Published version 2014-10-10T07:24:05Z 2019-12-06T22:08:09Z 2014-10-10T07:24:05Z 2019-12-06T22:08:09Z 2013 2013 Journal Article iu, T.-J., Lin, Y.-C., Lin, W., & Kuo, C.-C. J. (2013). Visual quality assessment : recent developments, coding applications and future trends. APSIPA transactions on signal and information processing, 2, e4. 2048-7703 https://hdl.handle.net/10356/106287 http://hdl.handle.net/10220/23993 10.1017/ATSIP.2013.5 en APSIPA transactions on signal and information processing © 2013 The Authors. The online version of this article is published within an Open Access environment subject to the conditions of the Creative Commons Attribution-NonCommercial-ShareAlike license <http://creativecommons.org/licenses/by-nc-sa/3.0/>. The written permission of Cambridge University Press must be obtained for commercial re-use. 21 p. application/pdf |
| spellingShingle | DRNTU::Engineering::Computer science and engineering::Computing methodologies::Image processing and computer vision Liu, Tsung-Jung Lin, Yu-Chieh Lin, Weisi Kuo, C.-C. Jay Visual quality assessment : recent developments, coding applications and future trends |
| title | Visual quality assessment : recent developments, coding applications and future trends |
| title_full | Visual quality assessment : recent developments, coding applications and future trends |
| title_fullStr | Visual quality assessment : recent developments, coding applications and future trends |
| title_full_unstemmed | Visual quality assessment : recent developments, coding applications and future trends |
| title_short | Visual quality assessment : recent developments, coding applications and future trends |
| title_sort | visual quality assessment recent developments coding applications and future trends |
| topic | DRNTU::Engineering::Computer science and engineering::Computing methodologies::Image processing and computer vision |
| url | https://hdl.handle.net/10356/106287 http://hdl.handle.net/10220/23993 |
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