公开(公告)号：US20220067390A1

公开(公告)日：2022-03-03

申请号：US17463419

申请日：2021-08-31

Applicant: LG ELECTRONICS INC.

Inventor： Amir Hossein KHALILI ,  Bhooshan SUPE ,  Jung Ick GUACK ,  Shantanu PATEL ,  Gaurav SARAF ,  Baisub LEE ,  Helder SILVA ,  Julie HUYNH ,  Jaigak SONG

IPC: G06K9/00 ,  G06T7/246 ,  G06T7/73 ,  G06N3/02

Abstract: Disclosed is a method for identifying and monitoring a shopping behavior in a user. The method includes capturing images from a depth camera mounted on a shelf unit, identifying a user from the captured image, identifying joints of the identified user by performing a deep neural network (DNN) body joint detection on the captured images; detecting and tracking actions of the identified user over a first time period; tracking an object from the bins over a second time period by associating the object with one or more joints among the identified joints that have entered the bins within the shelf unit, and determining an action of the identified user based at least in part on the associated object with the one or more joints and results from the deep learning identification on the bounding box.

公开(公告)号：US20230260005A1

公开(公告)日：2023-08-17

申请号：US18012438

申请日：2021-06-22

Applicant: LG ELECTRONICS INC.

Inventor： Ankith GUNAPAL ,  Jinyoung AHN ,  Purvee JAIN ,  Gaurav SARAF ,  Fanya YOUNG

IPC: G06Q30/0601 ,  G06Q30/0251 ,  G06Q20/10 ,  G06Q10/087 ,  G06V40/10 ,  G06T13/40

CPC classification number: G06Q30/0631 ,  G06Q30/0639 ,  G06Q30/0643 ,  G06Q30/0271 ,  G06Q20/102 ,  G06Q10/087 ,  G06V40/10 ,  G06T13/40

Abstract: The present invention provides a smart window display comprising: a display; a camera for identifying a user; a communication unit for communicating with an external device; and a control unit, wherein the control unit provides a personalized recommendation on the basis of the physical characteristics and style characteristics of the user identified through the camera, and when a signal to purchase a product in the personalized recommendation is received from the user after the personalized recommendation is provided, performs a payment process for the product.