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Survey of continuous human action recognition

Survey of continuous human action recognition


Continuous Human Action Recognition for Human-Machine Interaction: A Review



... 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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