Paper Info
Title
A Coupled Feature-Filter Clustering Scheme for Resolution Synthesis
Abstract
For many digital image/video processing applications increasing the spatial resolution through modifications in the imaging system is infeasible. Hence post-processing algorithms designed to enhance resolution of the acquired image data prove beneficial. In this paper, we analyze recent work on classification based resolution enhancement and discuss its applicability to low-complexity display systems. In the light of our observations we point out certain short-comings of resolution synthesis and propose a modified training scheme to improve the performance under certain conditions.
Year
DOI
Venue
2007
10.1109/ICIP.2007.4379851
Image Processing, 2007. ICIP 2007. IEEE International Conference
Keywords
Field
DocType
filtering theory,image classification,image enhancement,image resolution,pattern clustering,video signal processing,coupled feature-filter clustering scheme,image classification,image enhancement,image resolution synthesis,low-complexity display system,video processing,Single-frame resolution enhancement,resolution synthesis,scaling
Computer vision,Video processing,Pattern recognition,Computer science,Image processing,Digital image,Sub-pixel resolution,Artificial intelligence,Cluster analysis,Digital image processing,Contextual image classification,Image resolution
Conference
Volume
ISSN
ISBN
5
1522-4880 E-ISBN : 978-1-4244-1437-6
978-1-4244-1437-6
Citations 
PageRank 
References 
2
0.43
2
Authors
2
Name
Order
Citations
PageRank
Toygar Akgun1909.39
Yucel Altunbasak21507116.78