Go to page

Bibliographic Metadata

Restriction-Information
  •  The document is publicly available on the WWW
Links
  • Social Media
     
     Share
  • Reference
    No Reference available
  • IIIF
Files
Classification
Abstract
  • To analyze large sets of digital micrographs from high-throughput screening studies with constant accuracy, advanced image processing algorithms are necessary. In the literature, systems have been proposed applying modelbased fitting algorithms, morphological operators and artificial
    neural networks (ANN). Because single approaches show limited performance, we propose a hybrid system that combines the Hough transform with a multi-layer perceptron (MLP) network. Our results show, that the combination of both approaches improves the performance and the positions of cell bodies are obtained with increased sensitivity and positive predictive value.
Stats
  • The PDF-Document has been downloaded 10 times.