DocumentCode :
2423271
Title :
A mosaicing algorithm for series of microscope images based on minimum cost spanning tree
Author :
Xie, YuBo ; Yang, Ping ; Li, ShaoGuang ; Gong, YongXi
Author_Institution :
State Key Lab. of Inf. Eng. in Surveying Mapping & Remote Sensing, Wuhan Univ., Wuhan
fYear :
2008
fDate :
7-9 July 2008
Firstpage :
339
Lastpage :
343
Abstract :
Available methods for a series of microscope images mosaicing can not meet the requirement of large scale microscope images mosaicing with high quality requirements. A mosaicing algorithm for a series of microscope images based on minimum cost spanning tree of mosaicing graph is proposed and implemented in 3 steps: a) the local registrations based on blocking-spatial clustering, b) the evaluation of the results of images registrations to assign weights of edges of the mosaicing graph, and c) the global images mosaicing approach based on minimum cost spanning tree to calculate optimal global position for every image in order to construct panorama in high quality. The algorithm can be implemented easily and features high accuracy in the experiments.
Keywords :
image registration; image segmentation; pattern clustering; trees (mathematics); blocking-spatial clustering; high quality requirements; image registrations; microscope image mosaicing algorithm; minimum cost spanning tree; mosaicing graph; Biomedical imaging; Clustering algorithms; Cost function; Image registration; Large-scale systems; Medical robotics; Microscopy; Remote sensing; Tree graphs; Virtual reality;
fLanguage :
English
Publisher :
ieee
Conference_Titel :
Audio, Language and Image Processing, 2008. ICALIP 2008. International Conference on
Conference_Location :
Shanghai
Print_ISBN :
978-1-4244-1723-0
Electronic_ISBN :
978-1-4244-1724-7
Type :
conf
DOI :
10.1109/ICALIP.2008.4590031
Filename :
4590031
Link To Document :
بازگشت