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09/05/2022
Automatic Estimation of Self-Reported Pain by Trajectory Analysis in the Manifold of Fixed Rank Positive Semi-Definite Matrices
We propose an automatic method to estimate self-reported pain based on f...
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06/24/2020
Modelling the Statistics of Cyclic Activities by Trajectory Analysis on the Manifold of Positive-Semi-Definite Matrices
In this paper, a model is presented to extract statistical summaries to ...
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06/24/2020
Automatic Estimation of Self-Reported Pain by Interpretable Representations of Motion Dynamics
We propose an automatic method for pain intensity measurement from video...
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06/06/2020
A Sparse and Locally Coherent Morphable Face Model for Dense Semantic Correspondence Across Heterogeneous 3D Faces
The 3D Morphable Model (3DMM) is a powerful statistical tool for represe...
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06/05/2020
Explaining Autonomous Driving by Learning End-to-End Visual Attention
Current deep learning based autonomous driving approaches yield impressi...
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08/01/2019
Fitting, Comparison, and Alignment of Trajectories on Positive Semi-Definite Matrices with Application to Action Recognition
In this paper, we tackle the problem of action recognition using body sk...
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07/22/2017