Super Resolution of Images and Video (Record no. 85054)
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fixed length control field | 04121nam a22005295i 4500 |
001 - CONTROL NUMBER | |
control field | 978-3-031-02243-2 |
005 - DATE AND TIME OF LATEST TRANSACTION | |
control field | 20240730163845.0 |
008 - FIXED-LENGTH DATA ELEMENTS--GENERAL INFORMATION | |
fixed length control field | 220601s2007 sz | s |||| 0|eng d |
020 ## - INTERNATIONAL STANDARD BOOK NUMBER | |
ISBN | 9783031022432 |
-- | 978-3-031-02243-2 |
082 04 - CLASSIFICATION NUMBER | |
Call Number | 620 |
100 1# - AUTHOR NAME | |
Author | Katsaggelos, Aggelos K. |
245 10 - TITLE STATEMENT | |
Title | Super Resolution of Images and Video |
250 ## - EDITION STATEMENT | |
Edition statement | 1st ed. 2007. |
300 ## - PHYSICAL DESCRIPTION | |
Number of Pages | XVI, 134 p. |
490 1# - SERIES STATEMENT | |
Series statement | Synthesis Lectures on Image, Video, and Multimedia Processing, |
505 0# - FORMATTED CONTENTS NOTE | |
Remark 2 | Introduction -- Bayesian Formulation of Super-Resolution Image Reconstruction -- Low-Resolution Image Formation Models -- Motion Estimation in Super Resolution -- Estimation of High-Resolution Images -- Bayesian Inference Models in Super Resolution -- Super Resolution for Compression. |
520 ## - SUMMARY, ETC. | |
Summary, etc | 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 printing), high definition television, high performance color Liquid Crystal Display (LCD) screens, improvement of the quality of color images taken by one CCD, video surveillance, remote sensing, and medical imaging. The authors believe that the SR/RE area has matured enough to develop a body of knowledge that can now start to provide useful and practical solutions to challenging real problems and that SR techniques can be an integral part of an image and video codec and can drive the development of new coder-decoders (codecs) and standards. |
700 1# - AUTHOR 2 | |
Author 2 | Molina, Rafael. |
700 1# - AUTHOR 2 | |
Author 2 | Mateos, Javier. |
856 40 - ELECTRONIC LOCATION AND ACCESS | |
Uniform Resource Identifier | https://doi.org/10.1007/978-3-031-02243-2 |
942 ## - ADDED ENTRY ELEMENTS (KOHA) | |
Koha item type | eBooks |
264 #1 - | |
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-- | Springer International Publishing : |
-- | Imprint: Springer, |
-- | 2007. |
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-- | computer |
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-- | rdamedia |
338 ## - | |
-- | online resource |
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347 ## - | |
-- | text file |
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650 #0 - SUBJECT ADDED ENTRY--SUBJECT 1 | |
-- | Engineering. |
650 #0 - SUBJECT ADDED ENTRY--SUBJECT 1 | |
-- | Electrical engineering. |
650 #0 - SUBJECT ADDED ENTRY--SUBJECT 1 | |
-- | Signal processing. |
650 14 - SUBJECT ADDED ENTRY--SUBJECT 1 | |
-- | Technology and Engineering. |
650 24 - SUBJECT ADDED ENTRY--SUBJECT 1 | |
-- | Electrical and Electronic Engineering. |
650 24 - SUBJECT ADDED ENTRY--SUBJECT 1 | |
-- | Signal, Speech and Image Processing. |
830 #0 - SERIES ADDED ENTRY--UNIFORM TITLE | |
-- | 1559-8144 |
912 ## - | |
-- | ZDB-2-SXSC |
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