Survey of continuous human action recognition
Survey of continuous human action recognition
Continuous Human Action Recognition for Human-Machine Interaction: A Review
arXiv paper abstract https://arxiv.org/abs/2202.13096v1
arXiv PDF paper https://arxiv.org/pdf/2202.13096v1.pdf
… Recognising actions and detecting action transitions within an input video are challenging
… thoroughly analyse, explain and compare action segmentation methods and provide details on the feature extraction and learning strategies that are used on most state-of-the-art methods.
… cover the impact of the performance of object detection and tracking techniques on human action segmentation methodologies.
… investigate the application of such models to real-world scenarios and discuss several limitations and key research directions towards improving interpretability, generalisation, optimisation and deployment.
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