公开(公告)号：US11625859B2

公开(公告)日：2023-04-11

申请号：US16935464

申请日：2020-07-22

Applicant: MOTOROLA SOLUTIONS, INC.

Inventor： Chia Ying Lee ,  Yin Wang ,  Aleksey Lipchin

IPC: G06T7/80 ,  G01B11/25 ,  G01B11/02 ,  G06T7/521

Abstract: A computer-implemented method of localizing an image of a person captured using a camera is provided, the person in the field of view of a camera, comprising: obtaining the image captured using a camera, the image comprising the person within a bounding box; determining at least one slant value associated with the person within the bounding box; determining head image coordinates and feet image coordinates for the person using the at least one slant value; and localizing the person by projecting the head image coordinates to a head plane and the feet image coordinates for the person to a ground plane.

公开(公告)号：US11170267B1

公开(公告)日：2021-11-09

申请号：US16893511

申请日：2020-06-05

Applicant: MOTOROLA SOLUTIONS, INC.

Inventor： Chia Ying Lee ,  Ying Wang ,  Weijuan Wu

IPC: G06K9/62 ,  G06K9/00 ,  G06K9/20

Abstract: A method, system and computer program product for region proposals are disclosed. The method includes generating a map of a video frame by calculating a plurality of pixel-level values. Each pixel-level value corresponds to a respective one of a plurality of pixels and provides an associated indication of how likely the respective one of the plurality of pixels forms part of a particular object of interest.

公开(公告)号：US11164438B2

公开(公告)日：2021-11-02

申请号：US16837781

申请日：2020-04-01

Applicant: Motorola Solutions, Inc.

Inventor： Dung-Han Lee ,  Yanyan Hu ,  Qifan Liang ,  Kangyan Liu ,  Yin Wang ,  Weijuan Wu ,  Chia Ying Lee

IPC: G08B21/18 ,  G06N5/04 ,  G06N20/00 ,  G06Q50/26

Abstract: Methods for detecting anomalies in a geographic area include receiving, from an electronic computing device, expected relationship data indicating expected relationships between a plurality of entities within the geographic area; detecting the plurality of entities within the geographic area; generating observed relationship data indicating observed relationships between the plurality of entities; identifying the expected relationships between the plurality of entities based on the expected relationship data; determining that a given observed relationship between two entities of the plurality of entities is likely to represent an anomaly based on the expected relationship data; and providing an electronic notification to a safety officer, the electronic notification indicating that the given observed relationship is likely to represent the anomaly.

公开(公告)号：US12101699B2

公开(公告)日：2024-09-24

申请号：US17504671

申请日：2021-10-19

Applicant: MOTOROLA SOLUTIONS, INC.

Inventor： Chantal Levert ,  Ewelina Sobon ,  Kenneth W. Douros ,  Chia Ying Lee

IPC: H04W4/33 ,  H04W4/02 ,  H04W4/029 ,  H04W4/38 ,  H04W24/10

CPC classification number: H04W4/33 ,  H04W4/023 ,  H04W4/029 ,  H04W4/38 ,  H04W24/10

Abstract: A device monitors execution of a safety workflow, the safety workflow comprising one or more triggers and one or more responsive actions. The device provides, at a display screen, an indication of the safety workflow and respective visual indications of: a physical sensor that generated sensor data of a trigger of the safety workflow; and a communication device associated with a responsive action to the trigger. The device detects, via an input device, an interaction with one or more of the respective visual indications to interact with one or more of the physical sensor and the communication device. Based on the interaction, the device one or more of: retrieves the sensor data; initiates communication with the communication device; and sends the sensor data to the communication device.

公开(公告)号：US12072920B2

公开(公告)日：2024-08-27

申请号：US18064405

申请日：2022-12-12

Applicant: MOTOROLA SOLUTIONS, INC.

Inventor： Chia Ying Lee ,  Nikolai Kuznetcov ,  Mariya Bondareva ,  Roger David Donaldson

IPC: G06F16/00 ,  G06F16/33 ,  G06F16/34

CPC classification number: G06F16/345 ,  G06F16/3331

Abstract: Techniques for summarization of search results are provided. A similarity search query comprising at least one search criteria is received. The similarity search query is executed on at least one data source containing a plurality of images associated with metadata responsive to the search criteria. A plurality of search results response to the similarity search query is received from the at least one data source. The plurality of search results is clustered based on the metadata associated with the plurality of search results excluding the similarity criteria. The plurality of search results is summarized based on the results of the clustering. The summarization is displayed in a display view. An interactive user interface is provided to refine the plurality of search results based on the summarization.

公开(公告)号：US11580661B2

公开(公告)日：2023-02-14

申请号：US17101359

申请日：2020-11-23

Applicant: MOTOROLA SOLUTIONS, INC.

Inventor： Chia Ying Lee

IPC: G06T7/70 ,  G06T7/50 ,  G06V40/10

Abstract: A device, method and system for estimating elevation in images from camera devices is provided. The device detects humans at respective positions in images from a camera device, the camera device having a fixed orientation and fixed focal length. The device estimates, for the humans in the images, respective elevations of the humans, relative to the camera device, at the respective positions based at least on camera device parameters defining the fixed orientation and the fixed focal length. The device associates the respective elevations with the respective positions in the images. The device determines, using the respective elevations associated with the respective positions, a function that estimates elevation in an image from the camera device, using a respective image position coordinate as an input. The device provides the function to a video analytics engine to determine relative real-world positions in subsequent images from the camera device.

公开(公告)号：US20240394919A1

公开(公告)日：2024-11-28

申请号：US18322217

申请日：2023-05-23

Applicant: MOTOROLA SOLUTIONS, INC.

Inventor： Aleksey Lipchin ,  Chia Ying Lee ,  Keshav T. Seshadri ,  Sergey Veselkov

IPC: G06T7/80 ,  G06T7/70

Abstract: Systems and method for camera calibration. In one example, the camera includes an electronic processor configured to obtain a bounding box in a captured image, the bounding box bounding a person in the image and having a lowermost vertical coordinate and an uppermost vertical coordinate. The electronic processor determines an initial estimation of values of a set of camera parameters Θ and a current estimation of values of the set of camera parameters Θ based on the initial estimation. The electronic processor iteratively updates the current estimation of values of the set of camera parameters Θ by determining feet coordinates within the bounding box, determining a vertical head coordinate, and updating the current estimation of values of the set of camera parameters Θ by reducing a difference between the vertical head coordinate and the uppermost vertical coordinate of the bounding box.

公开(公告)号：US11031044B1

公开(公告)日：2021-06-08

申请号：US16819967

申请日：2020-03-16

Applicant: MOTOROLA SOLUTIONS, INC.

Inventor： Chia Ying Lee ,  Aleksey Lipchin ,  Ying Wang ,  Kangyan Liu

IPC: G11B17/10 ,  H04N7/18 ,  G06F16/735 ,  G11B27/10 ,  G06N3/08 ,  G06F16/783 ,  H04N5/77

Abstract: A method, system and computer program product for self-learned and probabilistic-based prediction of inter-camera object movement is disclosed. The method includes building and storing a transition model defined by transition probability and transition time distribution data generated during operation of a first video camera and one or more other video cameras over time. The method also includes employing at least one balance flow algorithm on the transition probability and transition time distribution data to determine a subset of the video cameras to initiate a search for an object based on a query. The method also includes running the search for the object over the subset of the video cameras.