IMPACT-HOI introduces a supervisory control framework for constructing partial HOI event graphs in procedural videos via trust-calibrated automation and atomic rollback to reduce manual annotation effort while preserving human decisions.
Rescaling egocen- tric vision: Collection, pipeline and challenges for EPIC-KITCHENS- 100.IJCV, 130:33–55, 2022
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IMPACT-HOI: Supervisory Control for Onset-Anchored Partial HOI Event Construction
IMPACT-HOI introduces a supervisory control framework for constructing partial HOI event graphs in procedural videos via trust-calibrated automation and atomic rollback to reduce manual annotation effort while preserving human decisions.