Sofia Broomé

KTH Royal Institute of Technology — Sweden

Biochemistry, Genetics and Molecular Biology · Life Sciences

9h-index314citations23works0.02yr avg
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Research Topics

Human-Animal Interaction Studies(11), Veterinary Pharmacology and Anesthesia(11), Veterinary Equine Medical Research(10), Animal Behavior and Welfare Studies(6), Human Pose and Action Recognition(5)

Publications23 total

Predictive Modeling of Equine Activity Budgets Using a 3D Skeleton Reconstructed from Surveillance Recordings
arXiv (Cornell University)·2023Open Access
Recur, Attend or Convolve? On Whether Temporal Modeling Matters for Cross-Domain Robustness in Action Recognition
2023 IEEE/CVF Winter Conference on Applications of Computer Vision (WACV)·2023· 8 cited
Going Deeper than Tracking: A Survey of Computer-Vision Based Recognition of Animal Pain and Emotions
International Journal of Computer Vision·2022· 62 citedOpen Access
Going Deeper than Tracking: a Survey of Computer-Vision Based Recognition of Animal Pain and Affective States
arXiv (Cornell University)·2022· 10 citedOpen Access
Sharing pain: Using pain domain transfer for video recognition of low grade orthopedic pain in horses
PLoS ONE·2022· 20 citedOpen Access
Equine Pain Behavior Classification via Self-Supervised Disentangled Pose Representation
2022 IEEE/CVF Winter Conference on Applications of Computer Vision (WACV)·2022· 8 cited
Diver Segmentation Frames for Diving48
Harvard Dataverse·2021Open Access
Recur, Attend or Convolve? On Whether Temporal Modeling Matters for Cross-Domain Robustness in Action Recognition
arXiv (Cornell University)·2021Open Access
Equine Pain Behavior Classification via Self-Supervised Disentangled Pose Representation
arXiv (Cornell University)·2021Open Access
hSMAL: Detailed Horse Shape and Pose Reconstruction for Motion Pattern Recognition
arXiv (Cornell University)·2021· 14 citedOpen Access
Towards Machine Recognition of Facial Expressions of Pain in Horses
Animals·2021· 63 citedOpen Access
Sharing Pain: Using Domain Transfer Between Pain Types for Recognition of Sparse Pain Expressions in Horses.
arXiv (Cornell University)·2021· 2 citedOpen Access
Author Correction: Improving gait classification in horses by using inertial measurement unit (IMU) generated data and machine learning
Scientific Reports·2021· 2 citedOpen Access
Automated Detection of Equine Facial Action Units
arXiv (Cornell University)·2021· 9 citedOpen Access
Interpreting Video Features: A Comparison of 3D Convolutional Networks and Convolutional LSTM Networks
Lecture notes in computer science·2021· 9 citedOpen Access
Improving gait classification in horses by using inertial measurement unit (IMU) generated data and machine learning
Scientific Reports·2020· 64 citedOpen Access
[Re] Unsupervised Scalable Representation Learning for Multivariate Time Series
KTH Publication Database DiVA (KTH Royal Institute of Technology)·2020· 1 citedOpen Access
Interpreting video features: a comparison of 3D convolutional networks\n and convolutional LSTM networks
arXiv (Cornell University)·2020· 1 citedOpen Access
Dynamics Are Important for the Recognition of Equine Pain in Video
2019· 5 citedOpen Access
Dynamics are Important for the Recognition of Equine Pain in Video
arXiv (Cornell University)·2019Open Access
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Frequent Co-authors

Hedvig Kjellström(17), Pia Haubro Andersen(12), Elin Hernlund(6), Maheen Rashid(5), Katrina Ask(5), Marie Rhodin(3), Karina Bech Gleerup(3), Ernest Pokropek(3), Filipe M. Serra Bragança(2), Sigríður Björnsdóttir(2), V. Gunnarsson(2), J. P. Voskamp(2), Emma Persson‐Sjodin(2), Willem Back(2), Gabriella Lindgren(2), Miguel Novoa‐Bravo(2), Annik Imogen Gmel(2), Christoffer Roepstorff(2), Berend Jan van der Zwaag(2), P. René van Weeren(2)