Rain Streaks Removal from Single Image: A Survey

Shalaka A. Mhetre, P. M. Patil, Sameer B.

Abstract: Method of removing rain streaks mainly works on video. There are very few methods which address the problem of rain removal from single image. Existing methods removes rain streaks from video not from single image. These methods capture non-rain data from successive images. This data is then utilized to replace rain-part in current images. Proposed method is one of the first methods which removes rain streaks from single image. Rain removal in an image also falls into the category of Image noise removal or Image restoration. In this paper we briefly study the methods which removes rain streaks from video i. e. vision-based (video-based) rain removal approaches.

Keywords: Dictionary learning, image decomposition, morphological component analysis MCA, rain removal, sparse representation, HOG descriptors

How to Cite?: Shalaka A. Mhetre, P. M. Patil, Sameer B., "Rain Streaks Removal from Single Image: A Survey", Volume 4 Issue 6, June 2015, International Journal of Science and Research (IJSR), Pages: 2570-2574, https://www.ijsr.net/getabstract.php?paperid=SUB155931, DOI: https://dx.doi.org/10.21275/SUB155931