公开(公告)号：US20210209368A1

公开(公告)日：2021-07-08

申请号：US17059968

申请日：2018-12-18

Applicant: Intel Corporation

Inventor： Yan HAO ,  Zhi Yong ZHU ,  Lu LI ,  Ciyong CHEN ,  Kun YU

IPC: G06K9/00 ,  G06K9/62

Abstract: Techniques related to training and implementing a bidirectional pairing architecture for object detection are discussed. Such techniques include generating a first enhanced feature map for each frame of a video sequence by processing the frames in a first direction, generating a second enhanced feature map for frame by processing the frames in a second direction opposite the first, and determining object detection information for each frame using the first and second enhanced feature map for the frame.

公开(公告)号：US20220270366A1

公开(公告)日：2022-08-25

申请号：US17742122

申请日：2022-05-11

Applicant: Intel Corporation

Inventor： Yan HAO ,  Zhi Yong ZHU ,  Lu LI ,  Ciyong CHEN ,  Kun YU

IPC: G06V20/40 ,  G06K9/62

Abstract: Techniques related to training and implementing a bidirectional pairing architecture for object detection are discussed. Such techniques include generating a first enhanced feature map for each frame of a video sequence by processing the frames in a first direction, generating a second enhanced feature map for frame by processing the frames in a second direction opposite the first, and determining object detection information for each frame using the first and second enhanced feature map for the frame.

公开(公告)号：US20210303912A1

公开(公告)日：2021-09-30

申请号：US16828987

申请日：2020-03-25

Applicant: Intel Corporation

Inventor： Kun YU ,  Yan HAO ,  Lu LI ,  Zhiyong ZHU

IPC: G06K9/62 ,  G06K9/20 ,  G06N3/04 ,  G06N3/08

Abstract: System and techniques are provided for three-dimension (3D) semantic segmentation. A device for 3D semantic segmentation includes: an interface, to obtain a point cloud data set for a time-ordered sequence of 3D frames, the 3D frames including a current 3D frame and one or more historical 3D frames previous to the current 3D frame; and processing circuitry, to: invoke a first artificial neural network (ANN) to estimate a 3D scene flow field for each of the one or more historical 3D frames by taking the current 3D frame as a reference frame; and invoke a second ANN to: produce an aggregated feature map, based on the reference frame and the estimated 3D scene flow field for each of the one or more historical 3D frames; and perform the 3D semantic segmentation based on the aggregated feature map.

公开(公告)号：US20160321543A1

公开(公告)日：2016-11-03

申请号：US14779240

申请日：2014-12-11

Applicant: INTEL CORPORATION

Inventor： Feng CHEN ,  Yan HAO ,  Yi YANG ,  Xiaoming CHEN

IPC: G06N5/02 ,  G06F17/30 ,  G06N99/00

CPC classification number: G06N5/02 ,  G06F16/2465 ,  G06F16/90335 ,  G06F16/9535 ,  G06F21/00 ,  G06N20/00 ,  G06N20/20 ,  G06Q20/1235 ,  G06Q20/4016 ,  G06Q20/405

Abstract: A computing system includes technologies for providing trusted predictive analytics services. The computing system provides a common description language for predictive analytics services, and uses cryptographic techniques and digital rights management techniques to protect input data and/or portions of the predictive analytics services.

Abstract translation: 计算系统包括用于提供可信任预测分析服务的技术。 计算系统为预测分析服务提供通用描述语言，并使用加密技术和数字版权管理技术来保护输入数据和/或部分预测分析服务。