Početna » Sinteza 2019 - International Scientific Conference on Information Technology and Data Related Research » Data Science and Digital Broadcasting Systems
- Optimisation and Modeling
- Information Technology in Education and Digital Transformation, Culture and Creative Industries
- Advanced Computing and Cloud Computing
- Information Security and Digital Forensics and E-Commerce Systems
- Electrical Energy Markets and Engineering Education and Advanced Engineering Systems
- Software and Information Engineering and Internet and Development Perspectives
- Data Science and Digital Broadcasting Systems
- Intelligent Signal Processing
- Block-chain and Distributed Systems
- Modern Technologies in Language Teaching
- Information Technology in Sport and Recreation
Inverse Filtering Method for Super-Resolution Digital Imaging
Abstract:
Super-resolution is a method of combining various techniques in digital image processing, in order to achieve higher resolution in certain image segments, which initially had insufficient resolution and quality. The principal idea in this work is the use of the analysis of the level of detail and of the standard deviation, which results in enhancing the resolution of the digital image, whilst maintaining the overall image quality. In the first part of this article, an experimental method for estimating the standard deviation and the level of detail in a digital image has been shown, together with the inferred facts that result from this analysis. The second part of this article uses these facts in the process of designing an inverse filter by applying the averages of pixel intensities. The proposed method has significant advantages over the hereto- fore used super-resolution techniques, as it achieves the enhancement of the resolution from a single image, whilst retaining the initial image potential.
CITATION:
IEEE format
R. Ivković, M. Petrović, I. Milošević, D. Đukić, V. Maksimović, “Inverse Filtering Method for Super-Resolution Digital Imaging,” in Sinteza 2019 - International Scientific Conference on Information Technology and Data Related Research, Belgrade, Singidunum University, Serbia, 2019, pp. 491-497. doi:10.15308/Sinteza-2019-491-497
APA format
Ivković, R., Petrović, M., Milošević, I., Đukić, D., Maksimović, V. (2019). Inverse Filtering Method for Super-Resolution Digital Imaging. Paper presented at Sinteza 2019 - International Scientific Conference on Information Technology and Data Related Research. doi:10.15308/Sinteza-2019-491-497
BibTeX format
Download
RefWorks Tagged format
Download
