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. ...
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A
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there are people surrounding the natives with a cross. the natives seem to be on the ground. there are also people pointing things toward the natives. this does not seem like the natives are choosing nor does it seem like the christians are protecting them.
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personal finance is important because it's considering a variety of activities related to your finances and how to best manage them. The activities can help you to be a more financially responsible person and to develop financial discipline.
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Answer:
D
Launching material on a space shuttle costs about 20 million dollars per ton.
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