Procedure Step Recognition
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Benchmarks
IndustReal
결과 2개
Most implemented
Papers
Learning to Recognize Correctly Completed Procedure Steps in Egocentric Assembly Videos through Spatio-Temporal Modeling
2025-10-14
· Tim J. Schoonbeek, Shao-Hsuan Hung, Dan Lehman, Hans Onvlee 외
arxiv
Procedure step recognition (PSR) aims to identify all correctly completed steps and their sequential order in videos of procedural tasks. The existing state-of-the-art models rely solely on detecting assembly object stat…
Procedure Step RecognitionIndustReal: A Dataset for Procedure Step Recognition Handling Execution Errors in Egocentric Videos in an Industrial-Like Setting
2023-10-26
· Tim J. Schoonbeek, Tim Houben, Hans Onvlee, Peter H. N. de With 외
Although action recognition for procedural tasks has received notable attention, it has a fundamental flaw in that no measure of success for actions is provided. This limits the applicability of such systems especially w…
Action RecognitionObject DetectionProcedure Step Recognition