TY  - EDBOOK
AB  - 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.
DA  - 2004
KW  - thermann
LA  - eng
PY  - 2004
TI  - A Hybrid System for Cell Detection in Digital Micrographs
UR  - https://nbn-resolving.org/urn:nbn:de:0070-pub-20175504
Y2  - 2024-11-22T02:04:25
ER  -