4 citations · 8 across the 12 of their papers we have counts for
10 papers
Predictive Modeling of Equine Activity Budgets Using a 3D Skeleton Reconstructed from Surveillance Recordings
Ernest Pokropek, Sofia Broomé, Pia Haubro Andersen +1
In this work, we present a pipeline to reconstruct the 3D pose of a horse from 4 simultaneous surveillance camera recordings. Our environment poses interesting challenges to tackle…
Controllable Motion Synthesis and Reconstruction with Autoregressive Diffusion Models
Wenjie Yin, Ruibo Tu, Hang Yin +3
Data-driven and controllable human motion synthesis and prediction are active research areas with various applications in interactive media and social robotics. Challenges remain i…
Optimal transport for causal discovery
Ruibo Tu, Kun Zhang, Hedvig Kjellström +1
To determine causal relationships between two variables, approaches based on Functional Causal Models (FCMs) have been proposed by properly restricting model classes; however, the…
Action Graphs: Weakly-supervised Action Localization with Graph Convolution Networks
Maheen Rashid, Hedvig Kjellström, Yong Jae Lee
We present a method for weakly-supervised action localization based on graph convolutions. In order to find and classify video time segments that correspond to relevant action clas…
A Hierarchical Grocery Store Image Dataset with Visual and Semantic Labels
Marcus Klasson, Cheng Zhang, Hedvig Kjellström
Image classification models built into visual support systems and other assistive devices need to provide accurate predictions about their environment. We focus on an application o…
Bridging Medical Data Inference to Achilles Tendon Rupture Rehabilitation
An Qu, Cheng Zhang, Paul Ackermann +1
Imputing incomplete medical tests and predicting patient outcomes are crucial for guiding the decision making for therapy, such as after an Achilles Tendon Rupture (ATR). We formul…