Paper Info
Title
Local Binary Pattern Matching For Fast Retina Map Relocalization Using The Slit-Lamp
Abstract
Computer assistance has the potential for increasing safety and accuracy during retinal laser treatment using the slit-lamp. In this context, intra-operative retinal mapping is a fundamental requirement to overlay relevant pre-operative information for surgeons. Retinal mapping using the slit-lamp is a challenging task, due to disturbances such as lens distortions, occlusions and glare. Such disturbances have a negative impact on the duration of the mapping procedure, consequently affecting its acceptance in clinical practice. To cope with these visual tracking interruptions, we propose a fast retina map relocalization strategy based on template-matching, using local binary patterns, which are suitable for the retina's texture. We perform extensive experiments to show the superior accuracy and computational efficiency of the proposed approach in comparison with feature-based methods.
Year
DOI
Venue
2014
10.1007/978-3-319-12568-8_59
PROGRESS IN PATTERN RECOGNITION IMAGE ANALYSIS, COMPUTER VISION, AND APPLICATIONS, CIARP 2014
Field
DocType
Volume
Computer vision,Pattern recognition,Computer science,Retina,Local binary patterns,Clinical Practice,Eye tracking,Artificial intelligence,Retinal,Overlay,Slit lamp
Conference
8827
ISSN
Citations 
PageRank 
0302-9743
0
0.34
References 
Authors
13
5
Name
Order
Citations
PageRank
Rodrigo Linhares182.27
Rogério Richa223814.89
Ricardo Moraes351.83
Eros Comunello46615.04
Aldo von Wangenheim520949.44