公开(公告)号：US20230274560A1

公开(公告)日：2023-08-31

申请号：US17683134

申请日：2022-02-28

Applicant: ZEBRA TECHNOLOGIES CORPORATION

Inventor： Andrea Bordone Molini ,  Francesco Lupo ,  Andrea Mirabile

IPC: G06V20/68 ,  G06Q20/20 ,  G06V10/20 ,  G06V10/82 ,  G06V10/764

CPC classification number: G06V20/68 ,  G06Q20/208 ,  G06V10/255 ,  G06V10/764 ,  G06V10/82

Abstract: A controller using image processing to identify produce is disclosed herein. The controller may include one or more memories and one or more processors communicatively coupled to the one or more memories. In some implementations, a controller may receive a trigger associated with presence of an item at a product processing zone. The controller may capture, via an imager, an image representing the item. Accordingly, the controller may apply a first convolutional neural network (CNN) to the image to determine a bounding box associated with the item. The controller may determine that the item within the bounding box satisfies an occlusion threshold and may apply a second CNN to the image to determine a query image representation. Accordingly, the controller may receive, from a database, an indication of one or more candidate items based on the query image representation and indicate, via a user interface, the candidate item(s).

公开(公告)号：US20250037307A1

公开(公告)日：2025-01-30

申请号：US18226934

申请日：2023-07-27

Applicant: ZEBRA TECHNOLOGIES CORPORATION

Inventor： Andrea Bordone Molini ,  Andrea Mirabile

IPC: G06T7/73 ,  G06K7/14 ,  G06T3/40 ,  G06T7/33

Abstract: Devices and methods for computer vision guided analysis of a display module are disclosed herein. The method captures a burst of images of at least a portion of an object for displaying at least one item. The method detects at least one attribute of the object present in a first image of the burst of images and extracts the at least one attribute of the object present in the first image from each image of the burst of images. The method aligns the extracted at least one attribute from each image of the burst of images with the extracted at least one attribute of the first image and generates a reconstructed image based on the aligned at least one attribute of the burst of images where the resolution of the first image is different from the resolution of the reconstructed image.

公开(公告)号：US20230267288A1

公开(公告)日：2023-08-24

申请号：US17679923

申请日：2022-02-24

Applicant: ZEBRA TECHNOLOGIES CORPORATION

Inventor： Francesco Lupo ,  Andrea Bordone Molini ,  Andrea Mirabile

IPC: G06K7/10 ,  G06V40/10 ,  G06K7/14

CPC classification number: G06K7/10722 ,  G06V40/107 ,  G06K7/1413

Abstract: A method and system for operating an indicia reader are disclosed herein. An example method includes detecting a first object in the scanning region; capturing one or more images of the first object to create first image data; determining that a successful decode of an indicia has not occurred; retrieving the first image data of the first object; generating, using the first image data, an embedding of the first image data; detecting a second object in the scanning region; retrieving one or more support samples from an image database; comparing the embedding of the image data to each support sample of the one or more support samples; based on the comparison that the embedding of the image data does not match any support sample, performing an operation.

公开(公告)号：US12254709B2

公开(公告)日：2025-03-18

申请号：US17683134

申请日：2022-02-28

Applicant: ZEBRA TECHNOLOGIES CORPORATION

Inventor： Andrea Bordone Molini ,  Francesco Lupo ,  Andrea Mirabile

IPC: G06V20/68 ,  G06Q20/20 ,  G06V10/20 ,  G06V10/764 ,  G06V10/82

Abstract: A controller using image processing to identify produce is disclosed herein. The controller may include one or more memories and one or more processors communicatively coupled to the one or more memories. In some implementations, a controller may receive a trigger associated with presence of an item at a product processing zone. The controller may capture, via an imager, an image representing the item. Accordingly, the controller may apply a first convolutional neural network (CNN) to the image to determine a bounding box associated with the item. The controller may determine that the item within the bounding box satisfies an occlusion threshold and may apply a second CNN to the image to determine a query image representation. Accordingly, the controller may receive, from a database, an indication of one or more candidate items based on the query image representation and indicate, via a user interface, the candidate item(s).

公开(公告)号：US11727229B1

公开(公告)日：2023-08-15

申请号：US17679923

申请日：2022-02-24

Applicant: ZEBRA TECHNOLOGIES CORPORATION

Inventor： Francesco Lupo ,  Andrea Bordone Molini ,  Andrea Mirabile

IPC: G06K7/10 ,  G06K7/14 ,  G06V40/10

CPC classification number: G06K7/10722 ,  G06K7/1413 ,  G06V40/107

Abstract: A method and system for operating an indicia reader are disclosed herein. An example method includes detecting a first object in the scanning region; capturing one or more images of the first object to create first image data; determining that a successful decode of an indicia has not occurred; retrieving the first image data of the first object; generating, using the first image data, an embedding of the first image data; detecting a second object in the scanning region; retrieving one or more support samples from an image database; comparing the embedding of the image data to each support sample of the one or more support samples; based on the comparison that the embedding of the image data does not match any support sample, performing an operation.