Application of the IMM-JPDA filter to multiple target tracking in total internal reflection fluorescence microscopy images
Date
2012
Authors
Rezatofighi, Seyed
Gould, Stephen
Hartley, Richard
Mele, Katarina
Hughes, William E
Journal Title
Journal ISSN
Volume Title
Publisher
Springer
Abstract
We propose a multi-target tracking method using an Interacting Multiple Model Joint Probabilistic Data Association (IMM-JPDA) filter for tracking vesicles in total internal reflection fluorescence microscopy (TIRFM) sequences. We enhance the accuracy and
Description
Keywords
Keywords: algorithm; article; Bayes theorem; computer program; fluorescence microscopy; human; image processing; instrumentation; methodology; normal distribution; probability; reproducibility; statistical model; Algorithms; Bayes Theorem; Humans; Image Processing,
Citation
Collections
Source
LNCS 7510
Type
Conference paper
Book Title
Entity type
Access Statement
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DOI
Restricted until
2037-12-31