Please use this identifier to cite or link to this item: http://hdl.handle.net/10397/12352
Title: Review of image interpolation and super-resolution
Authors: Siu, WC 
Hung, KW
Issue Date: 2012
Source: 2012 Conference Handbook - Asia-Pacific Signal and Information Processing Association Annual Summit and Conference, APSIPA ASC 2012, 2012, 6411957 How to cite?
Abstract: Image/video interpolations and super-resolution are topics of great interest. Their applications include HDTV, image coding, image resizing, image manipulation, face recognition and surveillance. The objective is to increase the resolution of an image/video through upsampling, deblurring, denoising, etc. This paper reviews the development of various approaches on image interpolation and super-resolution theory for image/video enlargement in multimedia applications. Some basic formulations will be derived such that readers can make use of them to design their own, practical and efficient interpolation algorithms. New results, such as hole filling using nonlocal means for 3D video synthesis and fast interpolation using a simplified image model will be introduced. New directions and trends will also be discussed at the end of the paper.
Description: 2012 4th Asia-Pacific Signal and Information Processing Association Annual Summit and Conference, APSIPA ASC 2012, Hollywood, CA, 3-6 December 2012
URI: http://hdl.handle.net/10397/12352
ISBN: 9780615700502
Appears in Collections:Conference Paper

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