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Genrish500 [490]
1 year ago
13

SportsCap: Monocular 3D Human Motion Capture and Fine-Grained Understanding in Challenging Sports Videos

Social Studies
1 answer:
Reika [66]1 year ago
4 0

Markerless motion capture and understanding of professional non-daily human movements is an important yet unsolved task, which suffers from complex motion patterns and severe self-occlusion, especially for the monocular setting. In this paper, we propose SportsCap -- the first approach for simultaneously capturing 3D human motions and understanding fine-grained actions from monocular challenging sports video input.

About SportCaps :

SportsCap proposes a challenging sports dataset called Sports Motion and Recognition Tasks (SMART) dataset, which contains per-frame action labels, manually annotated pose, and action assessment of various challenging sports video clips from professional referees.

Their approaches :

This is especially prevalent in non-daily action classes like fitness and sports domains. This can be mitigated, for example, by annotating domain-specific datasets , but that requires a considerable amount of manual annotation efforts, financial resources, and 3D annotations can only be obtained in controlled conditions. Therefore, we propose to learn domain-specific pose-sensitive representations from unlabeled videos, which can be fine tuned using only a small labeled dataset. ...

Learn more about Monocular 3 D Human :

brainly.com/question/21602764

#SPJ4

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The correct answer would be, focus on his workplace relationships.

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Alderfer ERG theory is a continuation of Maslow's Theory of Need Hierarchy. Maslow's five stages, Physiological needs, Safety needs, Social Needs, Self Esteem and Self Actualization are broadly categorized into three main theories. This ERG Theory is:

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