Probabilistic Temporal Modeling for Unintentional Action Localization
Sign Up to like & getrecommendations! Published in 2022 at "IEEE Transactions on Image Processing"
DOI: 10.1109/tip.2022.3163544
Abstract: Humans have the inherent advantage of understanding action intention, while it is an enormous challenge to train the machine to localize unintentional action in videos due to the lack of reliable annotations for stable training.… read more here.
Keywords: action localization; action; probabilistic temporal; unintentional action ... See more keywords
Unintentional Action Localization via Counterfactual Examples
Sign Up to like & getrecommendations! Published in 2022 at "IEEE Transactions on Image Processing"
DOI: 10.1109/tip.2022.3166278
Abstract: How do humans localize unintentional action like “ A boy falls down while playing skateboard ”? Cognitive science shows that an 18-month-old baby understands the intention by observing the actions and comparing the feedback. Motivated… read more here.
Keywords: action localization; action; counterfactual examples; unintentional action ... See more keywords