Hossny, M. and Nahavandi, S. 2015, Image vusion : image and video fusion, in SMC 2015 : Big Data Analytics For Human-Centric Systems, IEEE, Piscataway, N.J., pp. 425-429, doi: 10.1109/SMC.2015.85.
SMC 2015 : Big Data Analytics For Human-Centric Systems
Publication date
2015
Start page
425
End page
429
Total pages
5
Publisher
IEEE
Place of publication
Piscataway, N.J.
Summary
It is not uncommon in many image acquisition solutions to balance a trade off between obtaining high resolution images at very low frame rates or acquiring a burst of low resolution images at higher frame rates. This paper introduces a novel image fusion framework for producing a high resolution video by augmenting analysed motion in a low resolution video to a single high resolution image. Many application domains such as remote sensing, low radiation medical imaging and battlefield automation will benefit from this novel fusion framework. The results show that a captured high resolution 30 frames per second video can be produced with 95% cost reduction while maintaining 94% structural similarity.
Every reasonable effort has been made to ensure that permission has been obtained for items included in DRO. If you believe that your rights have been infringed by this repository, please contact drosupport@deakin.edu.au.