Index Catalog // ScholarsArchive@OSU

Start Over

Filtering by: Creator Gamroth, M. J. (Michael J.) Committee Member Tadepalli, Prasad Creator Aziere, Nicolas

Action Segmentation in Videos: Deep Models, Prediction Diffusion, and Deep-Temporal Augmentations

Creator:

Aziere, Nicolas

Abstract:

This paper addresses the high model complexity and overconfident frame labeling of state-of-the-art (SOTA) action segmenters. Their complexity is typically justified by the need to sequentially refine action segmentation through multiple stages of a deep architecture. However, this multistage refinement does not take into account uncertainty of frame labeling predicted...

Resource Type:

Dissertation