@inproceedings{2bd222eeb603486eb4d0fb7ba3d8b03b,
title = "Single-image deraining using an adaptive nonlocal means filter",
abstract = "An adaptive rain streak removal algorithm for a single image is proposed in this work. We observe that a typical rain streak has an elongated elliptical shape with a vertical orientation. Thus, we first detect rain streak regions by analyzing the rotation angle and the aspect ratio of the elliptical kernel at each pixel location. We then perform the nonlocal means filtering on the detected rain streak regions by selecting nonlocal neighbor pixels and their weights adaptively. Experimental results demonstrate that the proposed algorithm removes rain streaks more efficiently and provides higher restored image qualities than conventional algorithms.",
keywords = "Image enhancement, deraining, kernel regression, nonlocal means filter, rain streak removal",
author = "Kim, {Jin Hwan} and Chul Lee and Sim, {Jae Young} and Chang-Su Kim",
year = "2013",
doi = "10.1109/ICIP.2013.6738189",
language = "English",
isbn = "9781479923410",
series = "2013 IEEE International Conference on Image Processing, ICIP 2013 - Proceedings",
publisher = "IEEE Computer Society",
pages = "914--917",
booktitle = "2013 IEEE International Conference on Image Processing, ICIP 2013 - Proceedings",
note = "2013 20th IEEE International Conference on Image Processing, ICIP 2013 ; Conference date: 15-09-2013 Through 18-09-2013",
}