Title :
Three-dimensional tracing of neurites in fluorescence microscopy images using local path-finding
Author :
Gedda, M. ; Vallotton, P.
Author_Institution :
Centre for Image Anal., Uppsala Univ., Uppsala, Sweden
Abstract :
Neurite tracing in 3D neuron images is important when it comes to analysing the growth and functionality of nerve cells. The methods used today are either of high complexity, limiting throughput, or semi-automatic, i.e., requiring user interaction. This makes them unsuitable for analysis where high throughput is needed. In this work we propose a method designed for low complexity and void of user interaction by using local path-finding. The method is illustrated on both phantom and real data, and compared with a widely used commercial software package with promising results.
Keywords :
bio-optics; biomedical optical imaging; fluorescence; medical image processing; neurophysiology; fluorescence microscopy; local path-finding; neurite; neuron; phantom; three-dimensional tracing; Design methodology; Feature extraction; Fluorescence; Image analysis; Imaging phantoms; Large-scale systems; Microscopy; Neurons; Software packages; Throughput; 3D; Tracing; neurite; path-finding;
Conference_Titel :
Acoustics Speech and Signal Processing (ICASSP), 2010 IEEE International Conference on
Conference_Location :
Dallas, TX
Print_ISBN :
978-1-4244-4295-9
Electronic_ISBN :
1520-6149
DOI :
10.1109/ICASSP.2010.5495143