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A 3D virtual mouse generates synthetic training data for behavioral analysis
We develop a 3D synthetic animated mouse based on CT scans that is actuated using animation and semi-random, joint-constrained movements to generate synthetic behavioural data with ground-truth label locations. Image-domain translation produced realistic synthetic videos used to train 2D and 3D pose...
Autores principales: | Bolaños, Luis A., Xiao, Dongsheng, Ford, Nancy L., LeDue, Jeff M., Gupta, Pankaj K., Doebeli, Carlos, Hu, Hao, Rhodin, Helge, Murphy, Timothy H. |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
2021
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Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8034498/ https://www.ncbi.nlm.nih.gov/pubmed/33820989 http://dx.doi.org/10.1038/s41592-021-01103-9 |
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