@inproceedings{dd8e55d24db24276a209ff942aaa1a38,
title = "High-ISO image de-noising using burst filtering",
abstract = "Cameras allow capturing images in low light conditions by adjusting the level of their ISO setting. ISO, which stands for International Standards Organization, controls the sensitivity of a camera's sensor. A high-ISO value amplifies not only the image's signal but also the noise signal, giving both of them a high gain depending on the chosen ISO level. This results in statistically unpredictable noise distribution with different intensities all over the image. In this paper, this type of high-ISO noise and its different characteristics will be investigated; particularly its effect in the luminance and chrominance channels. Based on these differences, a burst filtering algorithm that is based on bilateral filtering and median stacking is proposed.",
keywords = "bilateral filter, burst filtering, high-ISO noise, image denoising, median stacking",
author = "Nour Aburaed and Harish Bhaskar and Faisal Khan",
year = "2016",
month = oct,
day = "19",
doi = "10.1109/MWSCAS.2016.7870090",
language = "English",
series = "Midwest Symposium on Circuits and Systems",
booktitle = "2016 IEEE 59th International Midwest Symposium on Circuits and Systems, MWSCAS 2016",
note = "59th IEEE International Midwest Symposium on Circuits and Systems, MWSCAS 2016 ; Conference date: 16-10-2016 Through 19-10-2016",
}