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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Answer:
The largest disagreement perhaps amongst the framers was the issue of state representation. This issue could not be solved quickly as the creation of a checks and balances system had been. The framers soon found that the larger state delegates wanted to use population numbers to decide how many people would be chosen as delegates for Congress.
Explanation:
Judges are appointed, not elected, because the framers did not want them to focus on outside factors like getting elected.
Speed processing is one of the main elements in the cognitive process, so this is a key element for learning, intellectual development, reasoning and experience. Some people can achieve any task faster than others, but it doesn’t mean that the one “slow” is less intelligent, he just takes more time to finish the same task.
Slow processing is not a learning problem and it is not related with intelligence, but it can impact in all stages of learning. In this way, speed can contribute to learning difficulties such as ADHD, dyslexia, dyscalculia or auditory processing disorder.
It can also be impaired when coexists with autism spectrum disorders, and in other pathologies such as dementias or diseases such as schizophrenia.
At 24 to 36 months, a child will begin to develop magical thinking and engage in play acting.
