Artificial neural networks in the transformation of human body posture Using artificial neural networks in the transformation of human body postures b / Najlacnejšie knihy
Artificial neural networks in the transformation of human body posture Using artificial neural networks in the transformation of human body postures b

Kod: 06819205

Artificial neural networks in the transformation of human body posture Using artificial neural networks in the transformation of human body postures b

Autor B Zhang, J F M Molenbroek

Designers, engineers and ergonomists are seeking to§exploit the opportunities offered by the 3D§anthropometric technologies. These technologies make§3D measurements possible and provide us with a more§detailed description of human ... więcej

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Opis

Designers, engineers and ergonomists are seeking to§exploit the opportunities offered by the 3D§anthropometric technologies. These technologies make§3D measurements possible and provide us with a more§detailed description of human body in comparison with§the traditional 1D or 2D data processing. In many§industrial design cases, there is a need to take§into consideration various postures of the human§body when the product is designed. This book presents§an approach to transforming measured body data§between various postures. In this research the§measured human body data were substituted by a proper§set of landmarks which was used as a basis of§transforming the specific body postures. Artificial§neural networks have been used for the actual§conversion of data. The input consisted of a set of§demographic data and the set of coordinates of the§landmarks characterizing a given posture. The output§was another set of landmarks describing the§transformed posture. The results have showed that the§ANNs and landmark-based posture prediction technology§is computationally effective. This technology is§generally applicable and opens up new possibilities§in studying motions and hand postures.

Szczegóły książki

Kategoria Książki po angielsku Mathematics & science Biology, life sciences

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