MX2022004898A - Deteccion de accion durante el seguimiento de imagenes. - Google Patents

Deteccion de accion durante el seguimiento de imagenes.

Info

Publication number
MX2022004898A
MX2022004898A MX2022004898A MX2022004898A MX2022004898A MX 2022004898 A MX2022004898 A MX 2022004898A MX 2022004898 A MX2022004898 A MX 2022004898A MX 2022004898 A MX2022004898 A MX 2022004898A MX 2022004898 A MX2022004898 A MX 2022004898A
Authority
MX
Mexico
Prior art keywords
person
tracking subsystem
during image
sensor
detection during
Prior art date
Application number
MX2022004898A
Other languages
English (en)
Inventor
Shahmeer Ali Mirza
Sailesh Bharathwaaj Krishnamurthy
Sarath Vakacharla
Trong Nghia NGUYEN
Madan Mohan Chinnam
Deepanjan Paul
Crystal Maung
Original Assignee
7 Eleven Inc
Priority date (The priority date is an assumption and is not a legal conclusion. Google has not performed a legal analysis and makes no representation as to the accuracy of the date listed.)
Filing date
Publication date
Priority claimed from US16/663,451 external-priority patent/US10943287B1/en
Priority claimed from US16/663,794 external-priority patent/US11367124B2/en
Priority claimed from US16/663,710 external-priority patent/US11188763B2/en
Priority claimed from US16/663,500 external-priority patent/US10621444B1/en
Priority claimed from US16/663,533 external-priority patent/US10789720B1/en
Priority claimed from US16/664,160 external-priority patent/US11568554B2/en
Priority claimed from US16/664,332 external-priority patent/US11176686B2/en
Priority claimed from US16/664,391 external-priority patent/US11062147B2/en
Priority claimed from US16/663,948 external-priority patent/US11257225B2/en
Priority claimed from US16/663,822 external-priority patent/US11113837B2/en
Priority claimed from US16/663,901 external-priority patent/US11430046B2/en
Priority claimed from US16/664,269 external-priority patent/US11004219B1/en
Priority claimed from US16/663,856 external-priority patent/US10956777B1/en
Priority claimed from US16/663,472 external-priority patent/US10614318B1/en
Priority claimed from US16/664,219 external-priority patent/US11107226B2/en
Priority claimed from US16/663,766 external-priority patent/US11132550B2/en
Priority claimed from US16/664,363 external-priority patent/US11080529B2/en
Priority claimed from US16/664,426 external-priority patent/US11308630B2/en
Application filed by 7 Eleven Inc filed Critical 7 Eleven Inc
Publication of MX2022004898A publication Critical patent/MX2022004898A/es

Links

Classifications

    • G—PHYSICS
    • G06—COMPUTING; CALCULATING OR COUNTING
    • G06T—IMAGE DATA PROCESSING OR GENERATION, IN GENERAL
    • G06T7/00—Image analysis
    • G06T7/20—Analysis of motion
    • G06T7/292—Multi-camera tracking
    • G—PHYSICS
    • G06—COMPUTING; CALCULATING OR COUNTING
    • G06V—IMAGE OR VIDEO RECOGNITION OR UNDERSTANDING
    • G06V20/00—Scenes; Scene-specific elements
    • G06V20/50—Context or environment of the image
    • G06V20/52—Surveillance or monitoring of activities, e.g. for recognising suspicious objects
    • G—PHYSICS
    • G06—COMPUTING; CALCULATING OR COUNTING
    • G06V—IMAGE OR VIDEO RECOGNITION OR UNDERSTANDING
    • G06V40/00—Recognition of biometric, human-related or animal-related patterns in image or video data
    • G06V40/20—Movements or behaviour, e.g. gesture recognition
    • G—PHYSICS
    • G01—MEASURING; TESTING
    • G01G—WEIGHING
    • G01G3/00—Weighing apparatus characterised by the use of elastically-deformable members, e.g. spring balances
    • G01G3/12—Weighing apparatus characterised by the use of elastically-deformable members, e.g. spring balances wherein the weighing element is in the form of a solid body stressed by pressure or tension during weighing
    • G01G3/14—Weighing apparatus characterised by the use of elastically-deformable members, e.g. spring balances wherein the weighing element is in the form of a solid body stressed by pressure or tension during weighing measuring variations of electrical resistance
    • G—PHYSICS
    • G06—COMPUTING; CALCULATING OR COUNTING
    • G06N—COMPUTING ARRANGEMENTS BASED ON SPECIFIC COMPUTATIONAL MODELS
    • G06N3/00—Computing arrangements based on biological models
    • G06N3/02—Neural networks
    • G06N3/04—Architecture, e.g. interconnection topology
    • G06N3/045—Combinations of networks
    • G—PHYSICS
    • G06—COMPUTING; CALCULATING OR COUNTING
    • G06Q—INFORMATION AND COMMUNICATION TECHNOLOGY [ICT] SPECIALLY ADAPTED FOR ADMINISTRATIVE, COMMERCIAL, FINANCIAL, MANAGERIAL OR SUPERVISORY PURPOSES; SYSTEMS OR METHODS SPECIALLY ADAPTED FOR ADMINISTRATIVE, COMMERCIAL, FINANCIAL, MANAGERIAL OR SUPERVISORY PURPOSES, NOT OTHERWISE PROVIDED FOR
    • G06Q20/00—Payment architectures, schemes or protocols
    • G06Q20/08—Payment architectures
    • G06Q20/20—Point-of-sale [POS] network systems
    • G—PHYSICS
    • G06—COMPUTING; CALCULATING OR COUNTING
    • G06Q—INFORMATION AND COMMUNICATION TECHNOLOGY [ICT] SPECIALLY ADAPTED FOR ADMINISTRATIVE, COMMERCIAL, FINANCIAL, MANAGERIAL OR SUPERVISORY PURPOSES; SYSTEMS OR METHODS SPECIALLY ADAPTED FOR ADMINISTRATIVE, COMMERCIAL, FINANCIAL, MANAGERIAL OR SUPERVISORY PURPOSES, NOT OTHERWISE PROVIDED FOR
    • G06Q30/00—Commerce
    • G06Q30/06—Buying, selling or leasing transactions
    • G06Q30/0601—Electronic shopping [e-shopping]
    • G06Q30/0633—Lists, e.g. purchase orders, compilation or processing
    • G—PHYSICS
    • G06—COMPUTING; CALCULATING OR COUNTING
    • G06T—IMAGE DATA PROCESSING OR GENERATION, IN GENERAL
    • G06T7/00—Image analysis
    • G06T7/20—Analysis of motion
    • G06T7/215—Motion-based segmentation
    • G—PHYSICS
    • G06—COMPUTING; CALCULATING OR COUNTING
    • G06T—IMAGE DATA PROCESSING OR GENERATION, IN GENERAL
    • G06T7/00—Image analysis
    • G06T7/20—Analysis of motion
    • G06T7/223—Analysis of motion using block-matching
    • G—PHYSICS
    • G06—COMPUTING; CALCULATING OR COUNTING
    • G06T—IMAGE DATA PROCESSING OR GENERATION, IN GENERAL
    • G06T7/00—Image analysis
    • G06T7/20—Analysis of motion
    • G06T7/246—Analysis of motion using feature-based methods, e.g. the tracking of corners or segments
    • G—PHYSICS
    • G06—COMPUTING; CALCULATING OR COUNTING
    • G06T—IMAGE DATA PROCESSING OR GENERATION, IN GENERAL
    • G06T7/00—Image analysis
    • G06T7/20—Analysis of motion
    • G06T7/246—Analysis of motion using feature-based methods, e.g. the tracking of corners or segments
    • G06T7/248—Analysis of motion using feature-based methods, e.g. the tracking of corners or segments involving reference images or patches
    • G—PHYSICS
    • G06—COMPUTING; CALCULATING OR COUNTING
    • G06T—IMAGE DATA PROCESSING OR GENERATION, IN GENERAL
    • G06T7/00—Image analysis
    • G06T7/80—Analysis of captured images to determine intrinsic or extrinsic camera parameters, i.e. camera calibration
    • G—PHYSICS
    • G06—COMPUTING; CALCULATING OR COUNTING
    • G06V—IMAGE OR VIDEO RECOGNITION OR UNDERSTANDING
    • G06V10/00—Arrangements for image or video recognition or understanding
    • G06V10/70—Arrangements for image or video recognition or understanding using pattern recognition or machine learning
    • G06V10/77—Processing image or video features in feature spaces; using data integration or data reduction, e.g. principal component analysis [PCA] or independent component analysis [ICA] or self-organising maps [SOM]; Blind source separation
    • G06V10/80—Fusion, i.e. combining data from various sources at the sensor level, preprocessing level, feature extraction level or classification level
    • G—PHYSICS
    • G06—COMPUTING; CALCULATING OR COUNTING
    • G06V—IMAGE OR VIDEO RECOGNITION OR UNDERSTANDING
    • G06V10/00—Arrangements for image or video recognition or understanding
    • G06V10/70—Arrangements for image or video recognition or understanding using pattern recognition or machine learning
    • G06V10/82—Arrangements for image or video recognition or understanding using pattern recognition or machine learning using neural networks
    • G—PHYSICS
    • G06—COMPUTING; CALCULATING OR COUNTING
    • G06T—IMAGE DATA PROCESSING OR GENERATION, IN GENERAL
    • G06T2207/00—Indexing scheme for image analysis or image enhancement
    • G06T2207/10—Image acquisition modality
    • G06T2207/10016—Video; Image sequence
    • G—PHYSICS
    • G06—COMPUTING; CALCULATING OR COUNTING
    • G06T—IMAGE DATA PROCESSING OR GENERATION, IN GENERAL
    • G06T2207/00—Indexing scheme for image analysis or image enhancement
    • G06T2207/10—Image acquisition modality
    • G06T2207/10016—Video; Image sequence
    • G06T2207/10021—Stereoscopic video; Stereoscopic image sequence
    • G—PHYSICS
    • G06—COMPUTING; CALCULATING OR COUNTING
    • G06T—IMAGE DATA PROCESSING OR GENERATION, IN GENERAL
    • G06T2207/00—Indexing scheme for image analysis or image enhancement
    • G06T2207/30—Subject of image; Context of image processing
    • G06T2207/30196—Human being; Person
    • G—PHYSICS
    • G06—COMPUTING; CALCULATING OR COUNTING
    • G06T—IMAGE DATA PROCESSING OR GENERATION, IN GENERAL
    • G06T2207/00—Indexing scheme for image analysis or image enhancement
    • G06T2207/30—Subject of image; Context of image processing
    • G06T2207/30204—Marker
    • G—PHYSICS
    • G06—COMPUTING; CALCULATING OR COUNTING
    • G06T—IMAGE DATA PROCESSING OR GENERATION, IN GENERAL
    • G06T2207/00—Indexing scheme for image analysis or image enhancement
    • G06T2207/30—Subject of image; Context of image processing
    • G06T2207/30232—Surveillance

Landscapes

  • Engineering & Computer Science (AREA)
  • Theoretical Computer Science (AREA)
  • Physics & Mathematics (AREA)
  • General Physics & Mathematics (AREA)
  • Multimedia (AREA)
  • Computer Vision & Pattern Recognition (AREA)
  • Business, Economics & Management (AREA)
  • Health & Medical Sciences (AREA)
  • General Health & Medical Sciences (AREA)
  • Accounting & Taxation (AREA)
  • Evolutionary Computation (AREA)
  • Software Systems (AREA)
  • Finance (AREA)
  • Artificial Intelligence (AREA)
  • Computing Systems (AREA)
  • Social Psychology (AREA)
  • Databases & Information Systems (AREA)
  • General Business, Economics & Management (AREA)
  • Strategic Management (AREA)
  • Psychiatry (AREA)
  • Human Computer Interaction (AREA)
  • Medical Informatics (AREA)
  • Data Mining & Analysis (AREA)
  • Life Sciences & Earth Sciences (AREA)
  • Mathematical Physics (AREA)
  • Molecular Biology (AREA)
  • Computational Linguistics (AREA)
  • Biophysics (AREA)
  • Biomedical Technology (AREA)
  • General Engineering & Computer Science (AREA)
  • Development Economics (AREA)
  • Economics (AREA)
  • Marketing (AREA)
  • Image Analysis (AREA)
  • Motorcycle And Bicycle Frame (AREA)
  • Control Of Vending Devices And Auxiliary Devices For Vending Devices (AREA)
  • Cash Registers Or Receiving Machines (AREA)
  • Management, Administration, Business Operations System, And Electronic Commerce (AREA)

Abstract

Un sistema incluye un sensor, un sensor de peso y un subsistema de seguimiento. El subsistema de seguimiento recibe una fuente de imágenes de imágenes de vista superior generadas por el sensor y mediciones de peso del sensor de peso. El subsistema de seguimiento detecta un evento asociado con un artículo que se retira de un rack en donde está instalado el sensor de peso. El subsistema de seguimiento determina que una primera persona y una segunda persona pueden estar asociadas al evento. El subsistema de seguimiento determina entonces, utilizando un primer enfoque, si una acción asociada con el evento fue realizada por la primera persona o la segunda persona. Si los resultados del primer enfoque no satisfacen los criterios, se utiliza un segundo enfoque para asignar la acción a la primera o segunda persona.
MX2022004898A 2019-10-25 2020-10-23 Deteccion de accion durante el seguimiento de imagenes. MX2022004898A (es)

Applications Claiming Priority (19)

Application Number Priority Date Filing Date Title
US16/663,710 US11188763B2 (en) 2019-10-25 2019-10-25 Topview object tracking using a sensor array
US16/663,500 US10621444B1 (en) 2019-10-25 2019-10-25 Action detection during image tracking
US16/663,533 US10789720B1 (en) 2019-10-25 2019-10-25 Multi-camera image tracking on a global plane
US16/664,160 US11568554B2 (en) 2019-10-25 2019-10-25 Contour-based detection of closely spaced objects
US16/664,332 US11176686B2 (en) 2019-10-25 2019-10-25 Image-based action detection using contour dilation
US16/663,901 US11430046B2 (en) 2019-10-25 2019-10-25 Identifying non-uniform weight objects using a sensor array
US16/664,391 US11062147B2 (en) 2019-10-25 2019-10-25 Object assignment during image tracking
US16/664,426 US11308630B2 (en) 2019-10-25 2019-10-25 Auto-exclusion zone for contour-based object detection
US16/663,451 US10943287B1 (en) 2019-10-25 2019-10-25 Topview item tracking using a sensor array
US16/664,269 US11004219B1 (en) 2019-10-25 2019-10-25 Vector-based object re-identification during image tracking
US16/663,856 US10956777B1 (en) 2019-10-25 2019-10-25 Shelf position calibration in a global coordinate system using a sensor array
US16/663,472 US10614318B1 (en) 2019-10-25 2019-10-25 Sensor mapping to a global coordinate system using a marker grid
US16/664,219 US11107226B2 (en) 2019-10-25 2019-10-25 Object re-identification during image tracking
US16/663,766 US11132550B2 (en) 2019-10-25 2019-10-25 Detecting shelf interactions using a sensor array
US16/664,363 US11080529B2 (en) 2019-10-25 2019-10-25 Determining candidate object identities during image tracking
US16/663,794 US11367124B2 (en) 2019-10-25 2019-10-25 Detecting and identifying misplaced items using a sensor array
US16/663,822 US11113837B2 (en) 2019-10-25 2019-10-25 Sensor mapping to a global coordinate system
US16/663,948 US11257225B2 (en) 2019-10-25 2019-10-25 Sensor mapping to a global coordinate system using homography
PCT/US2020/057011 WO2021081297A1 (en) 2019-10-25 2020-10-23 Action detection during image tracking

Publications (1)

Publication Number Publication Date
MX2022004898A true MX2022004898A (es) 2022-05-16

Family

ID=73476231

Family Applications (1)

Application Number Title Priority Date Filing Date
MX2022004898A MX2022004898A (es) 2019-10-25 2020-10-23 Deteccion de accion durante el seguimiento de imagenes.

Country Status (8)

Country Link
US (2) US11301691B2 (es)
EP (1) EP4049172A1 (es)
JP (1) JP2022553088A (es)
KR (1) KR20220100887A (es)
CN (1) CN114830194A (es)
CA (1) CA3165141A1 (es)
MX (1) MX2022004898A (es)
WO (1) WO2021081297A1 (es)

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