Paper Info
Title
Interpolation of Reference Images in Sparse Dictionary for Global Image Registration.
Abstract
In this paper, we introduce an efficient global image registration for medical images. We use the nearest neighbour method for searching appropriate reference image. The NNS based image registration uses pre-computed references in the image-dictionary as the targets of image registration and search the best matched reference using NNS. For speeding up, we apply the random projection to image for reduction of the image size. For the reduction of the number of data in the dictionary, we use interpolation of references images in the image dictionary.
Year
DOI
Venue
2012
10.1007/978-3-642-33191-6_65
ADVANCES IN VISUAL COMPUTING, ISVC 2012, PT II
Field
DocType
Volume
Random projection,Computer vision,Nearest neighbour,Pattern recognition,K-SVD,Computer science,Reference image,Interpolation,Artificial intelligence,Image resolution,Image registration
Conference
7432
ISSN
Citations 
PageRank 
0302-9743
1
0.36
References 
Authors
7
4
Name
Order
Citations
PageRank
Hayato Itoh1187.87
Shuang Lu2123.50
Tomoya Sakai310629.12
Atsushi Imiya450873.92