| 书目名称 | Super Resolution of Images and Video | | 编辑 | Aggelos K. Katsaggelos,Rafael Molina,Javier Mateos | | 视频video | | | 丛书名称 | Synthesis Lectures on Image, Video, and Multimedia Processing | | 图书封面 |  | | 描述 | This book focuses on the super resolution of images and video. The authors’ use of the term super resolution (SR) is used to describe the process of obtaining a high resolution (HR) image, or a sequence of HR images, from a set of low resolution (LR) observations. This process has also been referred to in the literature as resolution enhancement (RE). SR has been applied primarily to spatial and temporal RE, but also to hyperspectral image enhancement. This book concentrates on motion based spatial RE, although the authors also describe motion free and hyperspectral image SR problems. Also examined is the very recent research area of SR for compression, which consists of the intentional downsampling, during pre-processing, of a video sequence to be compressed and the application of SR techniques, during post-processing, on the compressed sequence. It is clear that there is a strong interplay between the tools and techniques developed for SR and a number of other inverse problems encountered in signal processing (e.g., image restoration, motion estimation). SR techniques are being applied to a variety of fields, such as obtaining improved still images from video sequences (video pri | | 出版日期 | Book 2007 | | 版次 | 1 | | doi | https://doi.org/10.1007/978-3-031-02243-2 | | isbn_softcover | 978-3-031-01115-3 | | isbn_ebook | 978-3-031-02243-2Series ISSN 1559-8136 Series E-ISSN 1559-8144 | | issn_series | 1559-8136 | | copyright | Springer Nature Switzerland AG 2007 |
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发表于 2025-3-21 19:38:43
