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#motion-prediction News & Analysis

2 articles tagged with #motion-prediction. AI-curated summaries with sentiment analysis and key takeaways from 50+ sources.

2 articles
AINeutralarXiv – CS AI · Jun 26/10
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Evaluating the Performance of Deep Learning Models in Whole-body Dynamic 3D Posture Prediction During Load-reaching Activities

Researchers developed deep learning models using BLSTM and transformer architectures to predict full-body human posture during dynamic load-reaching tasks. A novel cost function enforcing constant body segment lengths improved prediction accuracy by 8-21%, with transformer models achieving 58% better long-term performance than LSTM alternatives.

AINeutralarXiv – CS AI · May 126/10
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MoPO: Incorporating Motion Prior for Occluded Human Mesh Recovery

Researchers introduce MoPO, a novel method for recovering human mesh models from occluded images by leveraging motion prediction from pose sequences. The approach combines spatial-temporal occlusion detection with lightweight motion prediction to estimate hidden body parts, achieving state-of-the-art results on occlusion benchmarks while reducing temporal inconsistencies.