Abstract:
:Evaluation of electron microscopic images of serial sections is a time-consuming process requiring a high level of expertise. Here we present an algorithm to ease and accelerate this process. It is a modification of an algorithm successfully used in computer vision for object recognition. However, rather than recognising individual structures, we estimate the spatial mapping of a whole section onto the consecutive one. This mapping is used to transfer labelled information of the very first section, e.g. a classification by a human expert of different visible structures, onto structures visible in the next section. We investigate its performance on an artificially constructed benchmark as well as on real electron microscopic samples taken in primary visual cortex and demonstrate its potential for dramatically facilitating the evaluation process of serial sections.
journal_name
J Neurosci Methodsjournal_title
Journal of neuroscience methodsauthors
König P,Kayser C,Bonin V,Würtz RPdoi
10.1016/s0165-0270(01)00439-3subject
Has Abstractpub_date
2001-10-30 00:00:00pages
141-50issue
2eissn
0165-0270issn
1872-678Xpii
S0165027001004393journal_volume
111pub_type
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