Image quality assessment
Quality assessment is an integral stage in the processing and analysis of digital images in various automated systems. With the increase in the number and variety of devices that allow receiving data in various digital formats, as well as the expansion of human activities in which information techno...
Saved in:
| Main Author: | |
|---|---|
| Format: | Article |
| Language: | English |
| Published: |
Belarusian National Technical University
2022-01-01
|
| Series: | Системный анализ и прикладная информатика |
| Subjects: | |
| Online Access: | https://sapi.bntu.by/jour/article/view/533 |
| Tags: |
Add Tag
No Tags, Be the first to tag this record!
|
| _version_ | 1832557350106431488 |
|---|---|
| author | Y. I. Golub |
| author_facet | Y. I. Golub |
| author_sort | Y. I. Golub |
| collection | DOAJ |
| description | Quality assessment is an integral stage in the processing and analysis of digital images in various automated systems. With the increase in the number and variety of devices that allow receiving data in various digital formats, as well as the expansion of human activities in which information technology (IT) is used, the need to assess the quality of the data obtained is growing. As well as the bar grows for the requirements for their quality.The article describes the factors that deteriorate the quality of digital images, areas of application of image quality assessment functions, a method for normalizing proximity measures, classes of digital images and their possible distortions, image databases available on the Internet for conducting experiments on assessing image quality with visual assessments of experts. |
| format | Article |
| id | doaj-art-0eec4915ebbb490c8827d33716ecbdf8 |
| institution | Kabale University |
| issn | 2309-4923 2414-0481 |
| language | English |
| publishDate | 2022-01-01 |
| publisher | Belarusian National Technical University |
| record_format | Article |
| series | Системный анализ и прикладная информатика |
| spelling | doaj-art-0eec4915ebbb490c8827d33716ecbdf82025-02-03T05:16:54ZengBelarusian National Technical UniversityСистемный анализ и прикладная информатика2309-49232414-04812022-01-010441510.21122/2309-4923-2021-4-4-15399Image quality assessmentY. I. Golub0United Institute of Informatics Problems, National Academy of Sciences of BelarusQuality assessment is an integral stage in the processing and analysis of digital images in various automated systems. With the increase in the number and variety of devices that allow receiving data in various digital formats, as well as the expansion of human activities in which information technology (IT) is used, the need to assess the quality of the data obtained is growing. As well as the bar grows for the requirements for their quality.The article describes the factors that deteriorate the quality of digital images, areas of application of image quality assessment functions, a method for normalizing proximity measures, classes of digital images and their possible distortions, image databases available on the Internet for conducting experiments on assessing image quality with visual assessments of experts.https://sapi.bntu.by/jour/article/view/533digital imageimage quality assessmentdistortionsimage classesdigital image databasesvisual quality assessmentdata normalization |
| spellingShingle | Y. I. Golub Image quality assessment Системный анализ и прикладная информатика digital image image quality assessment distortions image classes digital image databases visual quality assessment data normalization |
| title | Image quality assessment |
| title_full | Image quality assessment |
| title_fullStr | Image quality assessment |
| title_full_unstemmed | Image quality assessment |
| title_short | Image quality assessment |
| title_sort | image quality assessment |
| topic | digital image image quality assessment distortions image classes digital image databases visual quality assessment data normalization |
| url | https://sapi.bntu.by/jour/article/view/533 |
| work_keys_str_mv | AT yigolub imagequalityassessment |