Semi-supervised understanding of complex activities from temporal concepts
Methods for action recognition have evolved considerably over the past years and can now
automatically learn and recognize short term actions with satisfactory accuracy.
Nonetheless, the recognition of complex activities-compositions of actions and scene
objects-is still an open problem due to the complex temporal and composite structure of this
category of events. Existing methods focus either on simple activities or oversimplify the
modeling of complex activities by targeting only whole-part relations between its sub-parts …
automatically learn and recognize short term actions with satisfactory accuracy.
Nonetheless, the recognition of complex activities-compositions of actions and scene
objects-is still an open problem due to the complex temporal and composite structure of this
category of events. Existing methods focus either on simple activities or oversimplify the
modeling of complex activities by targeting only whole-part relations between its sub-parts …
Semi-supervised understanding of complex activities from temporal concepts
Methods for action recognition have evolved considerably over the past years and can now
automatically learn and recognize short term actions with satisfactory accuracy.
Nonetheless, the recognition of complex activities-compositions of actions and scene
objects-is still an open problem due to the complex temporal and composite structure of this
category of events. Existing methods focus either on simple activities or oversimplify the
modeling of complex activities by targeting only whole-part relations between its sub-parts …
automatically learn and recognize short term actions with satisfactory accuracy.
Nonetheless, the recognition of complex activities-compositions of actions and scene
objects-is still an open problem due to the complex temporal and composite structure of this
category of events. Existing methods focus either on simple activities or oversimplify the
modeling of complex activities by targeting only whole-part relations between its sub-parts …