IJMTES – VIDEO DERAINING AND DESNOWING USING TEMPORAL CORRELATION AND LOW RANK DETECTION

Journal Title : International Journal of Modern Trends in Engineering and Science

Author’s Name : S.Rajalakshmi | S.Sanjana | M.Anusha | A.Ponmani | Prof.Lalitha  unnamed

Volume 03 Issue 07 2016

ISSN no:  2348-3121

Page no: 39-46

Abstract – Various weather conditions such as rain, snow will cause difficult photographic special equipment of time-based fields with images or videos. Dynamic images are divided into rain and snow. The different parameteric camera capturing a dynamics of rain and carnal based motion shadow model characterizing the photometry of rain. In the proposed method ,a novel temporal correlation and low-rank matrix completion is used inorder to detect the rain or snow streaks from a video sequence. we decompose the  initial rain map using sparse basis vectors, and employ an SVM classifier to dichotomize those vectors  into valid ones and outliers. Then the rain streaks are removed using the kalman and particle filter. 

Keywords— Temporal correlation , Low rank completion, rain removal , Kalman filter and particle Filter 

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