Title :
Look & listen: sonification and visualization of multiparameter micrographs
Author :
Nattkemper, Tim W. ; Hermann, Thomas ; Schubert, W. ; Ritter, Helge
Author_Institution :
Neuroinformatics Group, Bielefeld Univ., Germany
Abstract :
Multiparameter imaging techniques provide large numbers of high-dimensional image data in modern biomedical research. Besides algorithms for image registration, normalization and segmentation, new methods for interactive data exploration must be proposed and evaluated. We propose a new approach for auditory data representation, based on sonification. The approach is applied to a multiparameter image data set, generated with immunofluorescence techniques and compared to a conventional visualization approach and to a combination of both. For comparison, a psychophysical experiment was conducted, in which one standard evaluation procedure is modeled. Our results show, that all three approaches lead to comparable evaluation accuracies for all subjects. We conclude, that both, acoustical and visual approaches can be combined to display data sets of large dimensionality.
Keywords :
bioacoustics; biology computing; cellular biophysics; data analysis; data visualisation; fluorescence; image registration; image segmentation; acoustical approach; auditory data representation; biomedical imaging; data exploration; image registration; immunofluorescence technique; multiparameter image analysis; multiparameter micrograph; normalization; psychophysical experiment; segmentation; sonification; visual approach; visualization; Biological system modeling; Biomedical imaging; Cells (biology); Computer displays; Data visualization; Image analysis; Image registration; Image segmentation; Optical imaging; Optical microscopy;
Conference_Titel :
Engineering in Medicine and Biology Society, 2003. Proceedings of the 25th Annual International Conference of the IEEE
Print_ISBN :
0-7803-7789-3
DOI :
10.1109/IEMBS.2003.1279529