Sofia Broomé

Orcid: 0000-0001-5458-3473

According to our database1, Sofia Broomé authored at least 12 papers between 2019 and 2023.

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Bibliography

2023
Going Deeper than Tracking: A Survey of Computer-Vision Based Recognition of Animal Pain and Emotions.
Int. J. Comput. Vis., 2023

Predictive Modeling of Equine Activity Budgets Using a 3D Skeleton Reconstructed from Surveillance Recordings.
CoRR, 2023

Recur, Attend or Convolve? On Whether Temporal Modeling Matters for Cross-Domain Robustness in Action Recognition.
Proceedings of the IEEE/CVF Winter Conference on Applications of Computer Vision, 2023

2022
Learning Spatiotemporal Features in Low-Data and Fine-Grained Action Recognition with an Application to Equine Pain Behavior.
PhD thesis, 2022

Going Deeper than Tracking: a Survey of Computer-Vision Based Recognition of Animal Pain and Affective States.
CoRR, 2022

Equine Pain Behavior Classification via Self-Supervised Disentangled Pose Representation.
Proceedings of the IEEE/CVF Winter Conference on Applications of Computer Vision, 2022

2021
Recur, Attend or Convolve? Frame Dependency Modeling Matters for Cross-Domain Robustness in Action Recognition.
CoRR, 2021

hSMAL: Detailed Horse Shape and Pose Reconstruction for Motion Pattern Recognition.
CoRR, 2021

Sharing Pain: Using Domain Transfer Between Pain Types for Recognition of Sparse Pain Expressions in Horses.
CoRR, 2021

Automated Detection of Equine Facial Action Units.
CoRR, 2021

2020
Interpreting Video Features: A Comparison of 3D Convolutional Networks and Convolutional LSTM Networks.
Proceedings of the Computer Vision - ACCV 2020 - 15th Asian Conference on Computer Vision, Kyoto, Japan, November 30, 2020

2019
Dynamics Are Important for the Recognition of Equine Pain in Video.
Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition, 2019


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