公开(公告)号：US20240354581A1

公开(公告)日：2024-10-24

申请号：US18649794

申请日：2024-04-29

申请人： Electronic Arts Inc.

发明人： Fabio Zinno ,  George Cheng ,  Hung Yu Ling ,  Michiel van de Panne

IPC分类号： G06N3/088 ,  G06N3/0455 ,  G06T7/55 ,  G06T7/70 ,  G06T13/40 ,  G06V40/20

CPC分类号： G06N3/088 ,  G06N3/0455 ,  G06T7/55 ,  G06T7/70 ,  G06T13/40 ,  G06V40/23 ,  G06T2207/30196

摘要： Some embodiments herein can include methods and systems for predicting next poses of a character within a virtual gaming environment. The pose prediction system can identify a current pose of a character, generate a gaussian distribution representing a sample of likely poses based on the current pose, and apply the gaussian distribution to the decoder. The decoder can be trained to generate a predicted pose based on a gaussian distribution of likely poses. The system can then render the predicted next pose of the character within the three-dimensional virtual gaming environment. Advantageously, the pose prediction system can apply a decoder that does not include or use input motion capture data that was used to train the decoder.

公开(公告)号：US11972353B2

公开(公告)日：2024-04-30

申请号：US17154899

申请日：2021-01-21

申请人： Electronic Arts Inc.

发明人： Fabio Zinno ,  George Cheng ,  Hung Yu Ling ,  Michiel van de Panne

IPC分类号： G06V40/20 ,  G06N3/0455 ,  G06N3/088 ,  G06T7/55 ,  G06T7/70 ,  G06T13/40

CPC分类号： G06N3/088 ,  G06N3/0455 ,  G06T7/55 ,  G06T7/70 ,  G06T13/40 ,  G06V40/23 ,  G06T2207/30196

摘要： Some embodiments herein can include methods and systems for predicting next poses of a character within a virtual gaming environment. The pose prediction system can identify a current pose of a character, generate a gaussian distribution representing a sample of likely poses based on the current pose, and apply the gaussian distribution to the decoder. The decoder can be trained to generate a predicted pose based on a gaussian distribution of likely poses. The system can then render the predicted next pose of the character within the three-dimensional virtual gaming environment. Advantageously, the pose prediction system can apply a decoder that does not include or use input motion capture data that was used to train the decoder.

公开(公告)号：US20210220739A1

公开(公告)日：2021-07-22

申请号：US17154899

申请日：2021-01-21

申请人： Electronic Arts Inc.

发明人： Fabio Zinno ,  George Cheng ,  Hung Yu Ling ,  Michiel van de Panne

IPC分类号： A63F13/56 ,  G06N3/04 ,  G06F17/18

摘要： Some embodiments herein can include methods and systems for predicting next poses of a character within a virtual gaming environment. The pose prediction system can identify a current pose of a character, generate a gaussian distribution representing a sample of likely poses based on the current pose, and apply the gaussian distribution to the decoder. The decoder can be trained to generate a predicted pose based on a gaussian distribution of likely poses. The system can then render the predicted next pose of the character within the three-dimensional virtual gaming environment. Advantageously, the pose prediction system can apply a decoder that does not include or use input motion capture data that was used to train the decoder.