EP4334671A4 - System für ballistische lösung und verfahren dafür - Google Patents

System für ballistische lösung und verfahren dafür

Info

Publication number
EP4334671A4
EP4334671A4 EP22799237.7A EP22799237A EP4334671A4 EP 4334671 A4 EP4334671 A4 EP 4334671A4 EP 22799237 A EP22799237 A EP 22799237A EP 4334671 A4 EP4334671 A4 EP 4334671A4
Authority
EP
European Patent Office
Prior art keywords
solution system
ballistic solution
ballistic
solution
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
EP22799237.7A
Other languages
English (en)
French (fr)
Other versions
EP4334671A1 (de
Inventor
Ozan VERANYURT
Cemal Okan SAKAR
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.)
Bahcesehir Universitesi
Original Assignee
Bahcesehir Universitesi
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 Bahcesehir Universitesi filed Critical Bahcesehir Universitesi
Publication of EP4334671A1 publication Critical patent/EP4334671A1/de
Publication of EP4334671A4 publication Critical patent/EP4334671A4/de
Pending legal-status Critical Current

Links

Classifications

    • G—PHYSICS
    • G06—COMPUTING OR CALCULATING; 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 OR CALCULATING; 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
    • G06N3/0464—Convolutional networks [CNN, ConvNet]
    • G—PHYSICS
    • G06—COMPUTING OR CALCULATING; COUNTING
    • G06N—COMPUTING ARRANGEMENTS BASED ON SPECIFIC COMPUTATIONAL MODELS
    • G06N3/00—Computing arrangements based on biological models
    • G06N3/02—Neural networks
    • G06N3/08—Learning methods
    • G06N3/09—Supervised learning
    • G—PHYSICS
    • G06—COMPUTING OR CALCULATING; COUNTING
    • G06V—IMAGE OR VIDEO RECOGNITION OR UNDERSTANDING
    • G06V10/00—Arrangements for image or video recognition or understanding
    • G06V10/40—Extraction of image or video features
    • G06V10/44—Local feature extraction by analysis of parts of the pattern, e.g. by detecting edges, contours, loops, corners, strokes or intersections; Connectivity analysis, e.g. of connected components
    • G06V10/443—Local feature extraction by analysis of parts of the pattern, e.g. by detecting edges, contours, loops, corners, strokes or intersections; Connectivity analysis, e.g. of connected components by matching or filtering
    • G06V10/449—Biologically inspired filters, e.g. difference of Gaussians [DoG] or Gabor filters
    • G06V10/451—Biologically inspired filters, e.g. difference of Gaussians [DoG] or Gabor filters with interaction between the filter responses, e.g. cortical complex cells
    • G06V10/454—Integrating the filters into a hierarchical structure, e.g. convolutional neural networks [CNN]
    • G—PHYSICS
    • G06—COMPUTING OR CALCULATING; COUNTING
    • G06V—IMAGE OR VIDEO RECOGNITION OR UNDERSTANDING
    • G06V20/00—Scenes; Scene-specific elements
    • G06V20/60—Type of objects
    • G06V20/66—Trinkets, e.g. shirt buttons or jewellery items
    • G—PHYSICS
    • G06—COMPUTING OR CALCULATING; 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

Landscapes

  • Engineering & Computer Science (AREA)
  • Theoretical Computer Science (AREA)
  • Physics & Mathematics (AREA)
  • Evolutionary Computation (AREA)
  • General Physics & Mathematics (AREA)
  • Health & Medical Sciences (AREA)
  • Artificial Intelligence (AREA)
  • General Health & Medical Sciences (AREA)
  • Multimedia (AREA)
  • Life Sciences & Earth Sciences (AREA)
  • Biomedical Technology (AREA)
  • Molecular Biology (AREA)
  • Computing Systems (AREA)
  • Software Systems (AREA)
  • Biophysics (AREA)
  • Mathematical Physics (AREA)
  • General Engineering & Computer Science (AREA)
  • Computational Linguistics (AREA)
  • Data Mining & Analysis (AREA)
  • Computer Vision & Pattern Recognition (AREA)
  • Databases & Information Systems (AREA)
  • Medical Informatics (AREA)
  • Biodiversity & Conservation Biology (AREA)
  • Image Analysis (AREA)
EP22799237.7A 2021-05-03 2022-04-27 System für ballistische lösung und verfahren dafür Pending EP4334671A4 (de)

Applications Claiming Priority (2)

Application Number Priority Date Filing Date Title
TR202107493 2021-05-03
PCT/TR2022/050382 WO2022235241A1 (en) 2021-05-03 2022-04-27 A ballistic solution system and a method thereof

Publications (2)

Publication Number Publication Date
EP4334671A1 EP4334671A1 (de) 2024-03-13
EP4334671A4 true EP4334671A4 (de) 2025-03-12

Family

ID=83931973

Family Applications (1)

Application Number Title Priority Date Filing Date
EP22799237.7A Pending EP4334671A4 (de) 2021-05-03 2022-04-27 System für ballistische lösung und verfahren dafür

Country Status (2)

Country Link
EP (1) EP4334671A4 (de)
WO (1) WO2022235241A1 (de)

Family Cites Families (3)

* Cited by examiner, † Cited by third party
Publication number Priority date Publication date Assignee Title
ATE384241T1 (de) * 2000-09-29 2008-02-15 Forensic Technology Wai Inc Verfahren und vorrichtung zur identifikation einer feuerwaffe
RU2595181C2 (ru) * 2014-10-17 2016-08-20 Федеральное государственное бюджетное образовательное учреждение высшего образования "Саратовский национальный исследовательский государственный университет имени Н.Г. Чернышевского" Способ выбора изображений для идентификации оружия по следу бойка
AU2017101803A4 (en) * 2017-12-24 2018-02-15 Chen, Mufei MS Deep learning based image classification of dangerous goods of gun type

Non-Patent Citations (4)

* Cited by examiner, † Cited by third party
Title
"Image Processing", 1 December 2009, INTECH, ISBN: 978-953-30-7026-1, article LI DONGGUANG: "Ballistics Image Processing and Analysis for Firearm Identification", pages: 141 - 174, XP093243808, DOI: 10.5772/7050 *
LI DONGGUANG: "A New Approach for Firearm Identification with Hierarchical Neural Networks Based on Cartridge Case Images", COGNITIVE INFORMATICS, 2006. ICCI 2006. 5TH IEEE INTERNATIONAL CONFERE NCE ON, 17 July 2006 (2006-07-17), Pi, pages 923 - 928, XP093244449, ISBN: 978-1-4244-0475-9, DOI: 10.1109/COGINF.2006.365616 *
MD GHANI NOR AZURA ET AL: "Classification of pistol via numerical based features of firing pin impression image", 2013 IEEE SYMPOSIUM ON COMPUTERS & INFORMATICS (ISCI), IEEE, 7 April 2013 (2013-04-07), pages 165 - 169, XP032486815, DOI: 10.1109/ISCI.2013.6612396 *
See also references of WO2022235241A1 *

Also Published As

Publication number Publication date
WO2022235241A1 (en) 2022-11-10
EP4334671A1 (de) 2024-03-13

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RIC1 Information provided on ipc code assigned before grant

Ipc: G06V 10/82 20220101ALI20250205BHEP

Ipc: G06V 10/44 20220101ALI20250205BHEP

Ipc: G06V 20/66 20220101ALI20250205BHEP

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Ipc: F42B 7/02 20060101AFI20250205BHEP