Concepedia

Sebastian Kaltwang

SK

5

Publications

358

Citations

5

H-Index

2009

Active since

Affiliations

Imperial College London(Current)

Oregon State University

Sebastian Kaltwang is an author at Imperial College London specializing in engineering, pattern recognition, and machine learning.

Top concepts

EngineeringMachine LearningPattern RecognitionData ScienceDeep LearningImage AnalysisComputer VisionAffective ComputingMedical Image ComputingBiometrics

Publications per year

2009–2021

5

Publications

5

The Automatic Detection of Chronic Pain-Related Expression: Requirements, Challenges and the Multimodal EmoPain Dataset

Min Hane Aung, Sebastian Kaltwang, Bernardino Romera‐Paredes et al. · IEEE Transactions on Affective Computing · 2015 · 203 citations · Full text

Latent trees for estimating intensity of Facial Action Units

Sebastian Kaltwang, Siniša Todorović, Maja Pantić · 2015 · 56 citations

Engineering, Machine Learning, Video Interpretation +19

Doubly Sparse Relevance Vector Machine for Continuous Facial Behavior Estimation

Sebastian Kaltwang, Siniša Todorović, Maja Pantić · IEEE Transactions on Pattern Analysis and Machine Intelligence · 2015 · 52 citations

Engineering, Machine Learning, Biometrics +20

Static vs. dynamic modeling of human nonverbal behavior from multiple cues and modalities

Stavros Petridis, Hatice Güneş, Sebastian Kaltwang et al. · 2009 · 29 citations

Engineering, Machine Learning, Biometrics +28

Personalized Federated Deep Learning for Pain Estimation From Face Images

Ognjen Rudovic, Nicolas Tobis, Sebastian Kaltwang et al. · arXiv (Cornell University) · 2021 · 18 citations · Full text

Artificial Intelligence, Engineering, Machine Learning +17

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