EP4150549A4 - Creating imagery for al model training in security screening - Google Patents

Creating imagery for al model training in security screening Download PDF

Info

Publication number
EP4150549A4
EP4150549A4 EP21803779.4A EP21803779A EP4150549A4 EP 4150549 A4 EP4150549 A4 EP 4150549A4 EP 21803779 A EP21803779 A EP 21803779A EP 4150549 A4 EP4150549 A4 EP 4150549A4
Authority
EP
European Patent Office
Prior art keywords
model training
security screening
imagery
creating
creating imagery
Prior art date
Legal status (The legal status 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 status listed.)
Pending
Application number
EP21803779.4A
Other languages
German (de)
French (fr)
Other versions
EP4150549A1 (en
Inventor
Eric FITERMAN
Current Assignee (The listed assignees may be inaccurate. Google has not performed a legal analysis and makes no representation or warranty as to the accuracy of the list.)
Cignal LLC
Original Assignee
Cignal LLC
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
Application filed by Cignal LLC filed Critical Cignal LLC
Priority claimed from PCT/US2021/032489 external-priority patent/WO2021231888A1/en
Publication of EP4150549A1 publication Critical patent/EP4150549A1/en
Publication of EP4150549A4 publication Critical patent/EP4150549A4/en
Pending legal-status Critical Current

Links

Classifications

    • 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
    • G06Q50/00—Information and communication technology [ICT] specially adapted for implementation of business processes of specific business sectors, e.g. utilities or tourism
    • G06Q50/10—Services
    • G06Q50/26—Government or public services
    • G—PHYSICS
    • G06—COMPUTING; CALCULATING OR COUNTING
    • G06N—COMPUTING ARRANGEMENTS BASED ON SPECIFIC COMPUTATIONAL MODELS
    • G06N20/00—Machine learning
    • 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
    • G06V10/774—Generating sets of training patterns; Bootstrap methods, e.g. bagging or boosting
    • 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
    • G06V—IMAGE OR VIDEO RECOGNITION OR UNDERSTANDING
    • G06V20/00—Scenes; Scene-specific elements
    • G06V20/60—Type of objects
    • G—PHYSICS
    • G06—COMPUTING; CALCULATING OR COUNTING
    • G06V—IMAGE OR VIDEO RECOGNITION OR UNDERSTANDING
    • G06V2201/00—Indexing scheme relating to image or video recognition or understanding
    • G06V2201/05—Recognition of patterns representing particular kinds of hidden objects, e.g. weapons, explosives, drugs

Landscapes

  • Engineering & Computer Science (AREA)
  • Theoretical Computer Science (AREA)
  • General Physics & Mathematics (AREA)
  • Physics & Mathematics (AREA)
  • Software Systems (AREA)
  • Business, Economics & Management (AREA)
  • Evolutionary Computation (AREA)
  • Computing Systems (AREA)
  • Medical Informatics (AREA)
  • General Health & Medical Sciences (AREA)
  • Computer Vision & Pattern Recognition (AREA)
  • Artificial Intelligence (AREA)
  • Multimedia (AREA)
  • Health & Medical Sciences (AREA)
  • Databases & Information Systems (AREA)
  • Tourism & Hospitality (AREA)
  • Data Mining & Analysis (AREA)
  • Mathematical Physics (AREA)
  • Development Economics (AREA)
  • Educational Administration (AREA)
  • General Engineering & Computer Science (AREA)
  • Economics (AREA)
  • Human Resources & Organizations (AREA)
  • Marketing (AREA)
  • Primary Health Care (AREA)
  • Strategic Management (AREA)
  • General Business, Economics & Management (AREA)
  • Processing Or Creating Images (AREA)
EP21803779.4A 2020-05-14 2021-05-14 Creating imagery for al model training in security screening Pending EP4150549A4 (en)

Applications Claiming Priority (2)

Application Number Priority Date Filing Date Title
US202063024709P 2020-05-14 2020-05-14
PCT/US2021/032489 WO2021231888A1 (en) 2020-05-14 2021-05-14 Creating imagery for al model training in security screening

Publications (2)

Publication Number Publication Date
EP4150549A1 EP4150549A1 (en) 2023-03-22
EP4150549A4 true EP4150549A4 (en) 2024-05-29

Family

ID=85223274

Family Applications (1)

Application Number Title Priority Date Filing Date
EP21803779.4A Pending EP4150549A4 (en) 2020-05-14 2021-05-14 Creating imagery for al model training in security screening

Country Status (1)

Country Link
EP (1) EP4150549A4 (en)

Citations (2)

* Cited by examiner, † Cited by third party
Publication number Priority date Publication date Assignee Title
US20190057520A1 (en) * 2017-08-18 2019-02-21 Synapse Technology Corporation Generating Synthetic Image Data
WO2020088739A1 (en) * 2018-10-29 2020-05-07 Hexagon Technology Center Gmbh Facility surveillance systems and methods

Patent Citations (2)

* Cited by examiner, † Cited by third party
Publication number Priority date Publication date Assignee Title
US20190057520A1 (en) * 2017-08-18 2019-02-21 Synapse Technology Corporation Generating Synthetic Image Data
WO2020088739A1 (en) * 2018-10-29 2020-05-07 Hexagon Technology Center Gmbh Facility surveillance systems and methods

Non-Patent Citations (1)

* Cited by examiner, † Cited by third party
Title
See also references of WO2021231888A1 *

Also Published As

Publication number Publication date
EP4150549A1 (en) 2023-03-22

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PUAI Public reference made under article 153(3) epc to a published international application that has entered the european phase

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DAX Request for extension of the european patent (deleted)
A4 Supplementary search report drawn up and despatched

Effective date: 20240426

RIC1 Information provided on ipc code assigned before grant

Ipc: G06V 20/60 20220101ALI20240422BHEP

Ipc: G06V 10/774 20220101ALI20240422BHEP

Ipc: G06V 10/82 20220101ALI20240422BHEP

Ipc: G06N 3/12 20060101ALI20240422BHEP

Ipc: G06N 3/10 20060101ALI20240422BHEP

Ipc: G06N 3/08 20060101ALI20240422BHEP

Ipc: G06N 3/02 20060101ALI20240422BHEP

Ipc: G06T 19/20 20110101ALI20240422BHEP

Ipc: G06T 17/05 20110101ALI20240422BHEP

Ipc: G06T 15/50 20110101ALI20240422BHEP

Ipc: G06T 7/149 20170101ALI20240422BHEP

Ipc: G06Q 30/06 20120101AFI20240422BHEP