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Deep Reinforcement Learning for Data Association in Cell Tracking

Accurate target detection and association are vital for the development of reliable target tracking, especially for cell tracking based on microscopy images due to the similarity of cells. We propose a deep reinforcement learning method to associate the detected targets between frames. According to...

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Detalles Bibliográficos
Autores principales: Wang, Junjie, Su, Xiaohong, Zhao, Lingling, Zhang, Jun
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Frontiers Media S.A. 2020
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC7161216/
https://www.ncbi.nlm.nih.gov/pubmed/32328484
http://dx.doi.org/10.3389/fbioe.2020.00298