Author

P. Fua

Listed by name: these papers carry no ORCID for this author, so different people with the same name may be mixed together.

Biology Disciplines

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Animal Behavior & Cognition· 2

Signature Assays, Organisms & Methods

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Approach:deep learning· 2 Organism:Drosophila· 2 Assay:imaging· 2 Research Focus:cell type annotation· 1 Organism:mouse· 1 Organism:rat· 1

Frequent Co-Authors

D. Morales· 2 shared H. Rhodin· 2 shared P. Ramdya· 2 shared A. Gosztolai· 1 shared J. Campagnolo· 1 shared M. P. Abrate· 1 shared S. Gunel· 1 shared S. Günel· 1 shared

Activity by Year

2019-2020 · peak 1/yr

Co-Author Collaboration Network

9 top collaborators · 28 mutual co-author links

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2 shared papersAnimal Behavior & Cognition

D. Morales

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2 papers

Recent·Most cited

LiftPose3D, a deep learning-based approach for transforming 2D to 3D pose in laboratory animals

A. Gosztolai, S. Gunel, V. L. Rios, M. P. Abrate, D. Morales, H. Rhodin, P. Fua, P. Ramdya

LiftPose3D transforms 2D to 3D pose in laboratory animals using a deep learning approach, avoiding the need for multiple cameras and calibration.

bioRxiv · Sep 18, 2020Animal Behavior & Cognition

DeepFly3D: A deep learning-based approach for 3D limb and appendage tracking in tethered, adult Drosophila

S. Günel, H. Rhodin, D. Morales, J. Campagnolo, P. Ramdya, P. Fua

DeepFly3D improves 3D pose estimation for tethered Drosophila by using deep learning, active learning, and pictorial structures for accurate behavioral analysis.

bioRxiv · May 31, 2019Animal Behavior & Cognition