公开(公告)号：US20230386241A1

公开(公告)日：2023-11-30

申请号：US18088800

申请日：2022-12-27

Applicant: UBTECH ROBOTICS CORP LTD

Inventor： KAN WANG ,  Jianxin Pang

IPC: G06V40/10 ,  G06V10/74

CPC classification number: G06V40/10 ,  G06V10/761

Abstract: A person re-identification method, a storage medium, and a terminal device are provided. In the method, a loss function used during model training is a preset distribution-based triplet loss function constraining a difference between a mean of a negative sample feature distance and a mean of a positive sample feature distance to be larger than a preset difference threshold; where the positive sample feature distance is a distance between a feature of a reference image, and a feature of a positive sample image, and the negative sample feature distance is a distance between the feature of the reference image and a feature of a negative sample image. In this manner, it can constrain the mean of the positive sample feature distance and that of the negative sample feature distance, thereby improving the accuracy of person re-identification results.

公开(公告)号：US11776288B2

公开(公告)日：2023-10-03

申请号：US17389380

申请日：2021-07-30

Applicant: UBTECH ROBOTICS CORP LTD

Inventor： Yonghui Cai ,  Jun Cheng ,  Jianxin Pang ,  Youjun Xiong

IPC: G06N3/04 ,  G06V30/24 ,  G06V10/94 ,  G06T3/40 ,  G06F18/214

CPC classification number: G06V30/2504 ,  G06T3/4046 ,  G06V10/95 ,  G06F18/2148 ,  G06N3/04 ,  G06V2201/07

Abstract: A target object detection model is provided. The target object detection model includes a YOLOv3-Tiny model. Through the target object detection model, low-level information in the YOLOv3-Tiny sub-model can be merged with high-level information therein, so as to fuse the low-level information and the high-level information. Since the low-level information can be further used, the comprehensiveness of target detection is effectively improved, and the detection effect of small targets is improved.

公开(公告)号：US11691284B2

公开(公告)日：2023-07-04

申请号：US17120225

申请日：2020-12-13

Applicant: UBTECH ROBOTICS CORP LTD

Inventor： Chunyu Chen ,  Yizhang Liu ,  Ligang Ge ,  Zheng Xie ,  Hongge Wang ,  Youjun Xiong ,  Jianxin Pang

IPC: B25J9/16 ,  B25J13/08 ,  B62D57/032

CPC classification number: B25J9/1664 ,  B25J9/1651 ,  B25J9/1694 ,  B25J13/085 ,  B25J13/088 ,  B62D57/032

Abstract: A robot control method includes: obtaining force information associated with a left foot and a right foot of the robot; calculating a zero moment point of a COM of a body of the robot based on the force information; updating a motion trajectory of the robot according to the zero moment point of the COM of the body to obtain an updated position of the COM of the body; performing inverse kinematics analysis on the updated position of the COM of the body to obtain joint angles of a left leg and a right leg of the robot; and controlling the robot to move according to the joint angles.

公开(公告)号：US11618173B2

公开(公告)日：2023-04-04

申请号：US16854856

申请日：2020-04-21

Applicant: UBTECH ROBOTICS CORP LTD

Inventor： Jian Li ,  Hongyu Ding ,  Youpeng Li ,  Jianxin Pang ,  Youjun Xiong

IPC: B25J17/00 ,  H02K11/215 ,  H02K11/22 ,  F16H49/00 ,  F16H57/02 ,  H02K7/08 ,  H02K7/116

Abstract: A robot joint includes a casing, a motor assembly including a stator and a rotor that are arranged within the casing, and a harmonic drive received, at least in part, in the rotor. The harmonic drive includes a circular spline, a wave generator fixed to the rotor, and a flex spline. The circular spline is arranged around and engaged with the flex spline. The wave generator is received in the flex spline and configured to drive the flex spline to rotate with respect to the circular spline. The robot joint further includes an output shaft fixed to the flex spline.

公开(公告)号：US11602843B2

公开(公告)日：2023-03-14

申请号：US16932872

申请日：2020-07-20

Applicant: UBTECH ROBOTICS CORP LTD

Inventor： Jie Bai ,  Ligang Ge ,  Yizhang Liu ,  Hongge Wang ,  Jianxin Pang ,  Youjun Xiong

IPC: B25J9/16 ,  B25J5/00

Abstract: The present disclosure provides a foot-waist coordinated gait planning method and an apparatus and a robot using the same. The method includes: obtaining an orientation of each foot of the legged robot, and calculating a positional compensation amount of each ankle of the legged robot based on the orientation of the foot; obtaining an orientation of a waist of the legged robot, and calculating a positional compensation amount of each hip of the legged robot based on the orientation of the waist; calculating a hip-ankle positional vector of the legged robot; compensating the hip-ankle positional vector based on the positional compensation amount of the ankle and the positional compensation amount of the hip to obtain the compensated hip-ankle positional vector; and performing an inverse kinematics analysis on the compensated hip-ankle positional vector to obtain joint angles of the legged robot.

公开(公告)号：US11579624B2

公开(公告)日：2023-02-14

申请号：US16935234

申请日：2020-07-22

Applicant: UBTECH ROBOTICS CORP LTD

Inventor： Rui Guo ,  Chenchen Jiang ,  Kun Xie ,  Zhichao Liu ,  Youjun Xiong ,  Jianxin Pang

IPC: G05D1/00 ,  G05D1/02 ,  G06T7/579

Abstract: The present disclosure provides an autonomous mobile apparatus and a control method thereof. The method includes: starting a SLAM mode; obtaining first image data captured by a first camera; extracting a first tag image of positioning tag(s) from the first image data; calculating a three-dimensional camera coordinate of feature points of the positioning tag(s) in a first camera coordinate system of the first camera based on the first tag image; calculating a three-dimensional world coordinate of the feature points of the positioning tag(s) in a world coordinate system based on a first camera pose of the first camera when obtaining the first image data in the world coordinate system and the three-dimensional camera coordinate; and generating a map file based on the three-dimensional world coordinate of the feature points of the positioning tag(s).

公开(公告)号：US11447196B2

公开(公告)日：2022-09-20

申请号：US16708464

申请日：2019-12-10

Applicant: UBTECH ROBOTICS CORP LTD

Inventor： Youpeng Li ,  Youjun Xiong ,  Hongyu Ding ,  Meichun Liu ,  Jianxin Pang

IPC: B62D57/032 ,  B25J9/10 ,  B25J18/00

Abstract: A robotic leg assembly includes a main body having a first end and an opposite second end, a first servo arranged at the first end of the main body, a second servo connected to the main body and comprising an output shaft, a servo holder arranged at the second end of the main body, a third servo received in the servo holder, and a linkage bar mechanism. Each of a first initial angle of the first rotary member and a second initial angle of the second rotary member is in a predetermined range.

公开(公告)号：US11420694B2

公开(公告)日：2022-08-23

申请号：US16452532

申请日：2019-06-26

Applicant: UBTECH ROBOTICS CORP LTD

Inventor： Youjun Xiong ,  Chunyu Chen ,  Yizhang Liu ,  Ligang Ge ,  Jianxin Pang

IPC: B62D57/032

Abstract: The present disclosure provides a robot gait planning method and a robot with the same. The method includes: obtaining, through the sensor set, force information of feet of the robot under a force applied by a target object; calculating coordinates of zero moment points of the feet of the robot with respect to a centroid of a body of the robot based on the force information; and determining a gait planning result for the robot based on the coordinates of the zero moment points with respect to the centroid of the body. The present disclosure is capable of converting the force of the target object to the zero moment points, and using the zero moment points to perform the gait planning, so that the robot follows the target object in the case that the robot is subjected to a force of the target object.

公开(公告)号：US20220189208A1

公开(公告)日：2022-06-16

申请号：US17566734

申请日：2021-12-31

Applicant: UBTech Robotics Corp Ltd

Inventor： Chenghao Qian ,  Miaochen Guo ,  Jun Cheng ,  Jianxin Pang

IPC: G06V40/20 ,  G06F3/01 ,  G06V10/82 ,  G06T11/20

Abstract: A gesture recognition method includes: acquiring a target image containing a gesture to be recognized; inputting the target image to a gesture recognition model that has a first sub-model, a second sub-model, and a third sub-model, the first sub-model is to determine a gesture category and a gesture center point, the second sub-model is to determine an offset of the gesture center point, and the third sub-model is to determine a length and a width of a bounding box for the gesture to be recognized; acquiring an output result from the gesture recognition model, the output result includes the gesture category, the gesture center point, and the offset of the gesture center point, and the length and the width of the bounding box; and determining the gesture category and a position of the bounding box of the gesture to be recognized according to the output result.

公开(公告)号：US11331802B2

公开(公告)日：2022-05-17

申请号：US16734393

申请日：2020-01-05

Applicant: UBTECH ROBOTICS CORP LTD

Inventor： Zecai Lin ,  Zhaohui An ,  Zheng Xie ,  Yizhang Liu ,  Youjun Xiong ,  Jianxin Pang

IPC: B25J9/16 ,  B25J13/08

Abstract: A method for controlling an arm of a robot to imitate a human arm, includes: acquiring first pose information of key points of a human arm to be imitated; converting the first pose information into second pose information of key points of an arm of a robot; determining an angle value of each joint of the arm according to inverse kinematics of the arm based on the second pose information; and controlling the arm to move according to the angle values.