公开(公告)号：US20200167648A1

公开(公告)日：2020-05-28

申请号：US16684700

申请日：2019-11-15

申请人： adidas AG

发明人： Christian Siegl ,  Jochen Suessmuth ,  Jacques Perrault ,  Derek Luther ,  Andrew Schneider ,  Dustin Kendrick ,  Mario Poerner ,  Mark Henderson

IPC分类号： G06N3/08 ,  G06N20/00 ,  A43B13/00 ,  G06T7/00 ,  G06T7/11

摘要： Described are methods of estimating a physical property associated with a region of a sports article. The method includes determining a plurality of structural features within the region, determining, for each structural feature, a feature value, mapping each feature value to a physical property, wherein the mapping is based on a machine learning algorithm from a limited plurality of samples, and wherein each sample associates a feature value with a value of the physical property, and using the mapping to estimate the physical property for the region.

公开(公告)号：US11763144B2

公开(公告)日：2023-09-19

申请号：US16684700

申请日：2019-11-15

申请人： adidas AG

发明人： Christian Siegl ,  Jochen Suessmuth ,  Jacques Perrault ,  Derek Luther ,  Andrew Schneider ,  Dustin Kendrick ,  Mario Poerner ,  Mark Henderson

IPC分类号： G06N3/08 ,  G06T7/11 ,  G06N20/00 ,  A43B13/00 ,  G06T7/00 ,  G01N33/00

CPC分类号： G06N3/08 ,  A43B13/00 ,  G06N20/00 ,  G06T7/0004 ,  G06T7/11 ,  G01N2033/008

摘要： Described are methods of estimating a physical property associated with a region of a sports article. The method includes determining a plurality of structural features within the region, determining, for each structural feature, a feature value, mapping each feature value to a physical property, wherein the mapping is based on a machine learning algorithm from a limited plurality of samples, and wherein each sample associates a feature value with a value of the physical property, and using the mapping to estimate the physical property for the region.