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Multi-animal pose estimation, identification and tracking with DeepLabCut

Estimating the pose of multiple animals is a challenging computer vision problem: frequent interactions cause occlusions and complicate the association of detected keypoints to the correct individuals, as well as having highly similar looking animals that interact more closely than in typical multi-...

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Detalles Bibliográficos
Autores principales: Lauer, Jessy, Zhou, Mu, Ye, Shaokai, Menegas, William, Schneider, Steffen, Nath, Tanmay, Rahman, Mohammed Mostafizur, Di Santo, Valentina, Soberanes, Daniel, Feng, Guoping, Murthy, Venkatesh N., Lauder, George, Dulac, Catherine, Mathis, Mackenzie Weygandt, Mathis, Alexander
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Nature Publishing Group US 2022
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9007739/
https://www.ncbi.nlm.nih.gov/pubmed/35414125
http://dx.doi.org/10.1038/s41592-022-01443-0