UT-Interaction
Introduced by Ryoo et al. in UT-Interaction Dataset, ICPR contest on Semantic Description of Human Activities (SDHA)
The UT-Interaction dataset contains videos of continuous executions of 6 classes of human-human interactions: shake-hands, point, hug, push, kick and punch. Ground truth labels for these interactions are provided, including time intervals and bounding boxes. There is a total of 20 video sequences whose lengths are around 1 minute. Each video contains at least one execution per interaction, resulting in 8 executions of human activities per video on average. Several participants with more than 15 different clothing conditions appear in the videos. The videos are taken with the resolution of 720*480, 30fps, and the height of a person in the video is about 200 pixels.
Source: https://cvrc.ece.utexas.edu/SDHA2010/Human_Interaction.htmlBenchmarks
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UT-Interaction
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LSTM-IRN'fc1inter+intra
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Papers
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