期刊名称：International Journal of Computer Science and Network
印刷版ISSN：2277-5420
出版年度：2019
卷号：8
期号：2
页码：125-131
出版社：IJCSN publisher
摘要：The main aim of our paper is to give an overall idea about how a grayscale image can be converted into a colorful image
with the colorization problem and how it can further be used to color a video. To achieve artifact-free quality this generally requires
manual reconciliation and therefore considered as a very strenuous problem . A cautious selection of colorful allusion images are
generally required for the process. Far from the preceding methods, this paper aims at a high grade fully unmanned colorization method
and also attempt to apply this concept to images obtained from video sequences. The recent achievements in deep learning approaches is
the inspiration behind this paper, that focuses on reformulation of the problem of colorization so as we can employ the deep learning
approaches promptly and that this technique can be applied on to the videos. Our proposed method is a fully automated process. To our
best apprehension, no prevailing papers or research studies label this issue of using deep learning techniques to colorize videos.
