Parallel distributed-memory particle methods for acquisition-rate segmentation and uncertainty quantifications of large fluorescence microscopy images

Parallel distributed-memory particle methods for acquisition-rate segmentation and uncertainty quantifications of large fluorescence microscopy images

Modern fluorescence microscopy modalities, such as light-sheet microscopy, are capable of acquiring large three-dimensional images at high data rate. This creates a bottleneck in computational processing and analysis of the acquired images, as the rate of acquisition outpaces the speed of processing...

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Bibliographic Details
Main Author: Afshar, Yaser
Other Authors: Technische Universität Dresden, Fakultät Informatik
Format: Doctoral Thesis
Language:English
Published: Saechsische Landesbibliothek- Staats- und Universitaetsbibliothek Dresden 2016
Subjects:
Parallelverarbeitung
verteilter Speicher
Bildsegmentierung
Segmentierungsunsicherheit
Partikelmethode
Aufnahmerate des Mikroskops
Fluoreszenzmikroskopie-Bildern
große Bilder
3-dimensionale Bilder
verteilter paralleler Algorithmus
Discrete Region Competition
Discrete Region Sampling
Markov-chain Monte Carlo
parallel computing
distributed-memory
image segmentation
segmentation uncertainty
particle method
acquisition-rate
fluorescence microscopy images
large images
three-dimensional images
distributed parallel algorithm
ddc:004
rvk:ST 330
Online Access:http://nbn-resolving.de/urn:nbn:de:bsz:14-qucosa-213157
http://nbn-resolving.de/urn:nbn:de:bsz:14-qucosa-213157
http://www.qucosa.de/fileadmin/data/qucosa/documents/21315/Afshar_thesis.pdf

Internet

http://nbn-resolving.de/urn:nbn:de:bsz:14-qucosa-213157
http://nbn-resolving.de/urn:nbn:de:bsz:14-qucosa-213157
http://www.qucosa.de/fileadmin/data/qucosa/documents/21315/Afshar_thesis.pdf

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