Survey of action labeling over time in video
Survey of action labeling over time in video
Temporal Action Segmentation: An Analysis of Modern Technique
arXiv paper abstract https://arxiv.org/abs/2210.10352
arXiv PDF paper https://arxiv.org/pdf/2210.10352.pdf
Temporal action segmentation from videos aims at the dense labeling of video frames with multiple action classes in minutes-long videos.
Categorized as a long-range video understanding task, researchers have proposed an extended collection of methods and examined their performance using various benchmarks.
... in this survey ... analyse and summarize the main contributions and trends for this task.
... first examine the task definition, common benchmarks, types of supervision, and popular evaluation measures.
... systematically investigate two fundamental aspects of this topic, i.e., frame representation and temporal modeling, which are widely and extensively studied in the literature.
... then comprehensively review existing temporal action segmentation works, each categorized by their form of supervision ...
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