Early Action Prediction

3 papers with code • 4 benchmarks • 3 datasets

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Most implemented papers

Online Real-time Multiple Spatiotemporal Action Localisation and Prediction

gurkirt/realtime-action-detection ICCV 2017

To the best of our knowledge, ours is the first real-time (up to 40fps) system able to perform online S/T action localisation and early action prediction on the untrimmed videos of UCF101-24.

Rich Action-semantic Consistent Knowledge for Early Action Prediction

lily2lab/rack 23 Jan 2022

Next, we build a bi-directional semantic graph for the teacher network and a single-directional semantic graph for the student network to model rich ASCK among partial videos.

The Wisdom of Crowds: Temporal Progressive Attention for Early Action Prediction

alexandrosstergiou/progressive-action-prediction CVPR 2023

We propose a bottleneck-based attention model that captures the evolution of the action, through progressive sampling over fine-to-coarse scales.