BR102015032436A8 - Método de monitoração da qualidade do grão, e, mídia legível por computador não transitória - Google Patents

Método de monitoração da qualidade do grão, e, mídia legível por computador não transitória

Info

Publication number
BR102015032436A8
BR102015032436A8 BR102015032436A BR102015032436A BR102015032436A8 BR 102015032436 A8 BR102015032436 A8 BR 102015032436A8 BR 102015032436 A BR102015032436 A BR 102015032436A BR 102015032436 A BR102015032436 A BR 102015032436A BR 102015032436 A8 BR102015032436 A8 BR 102015032436A8
Authority
BR
Brazil
Prior art keywords
readable media
image
transitory computer
grain quality
computer readable
Prior art date
Application number
BR102015032436A
Other languages
English (en)
Other versions
BR102015032436A2 (pt
BR102015032436B1 (pt
Inventor
J Bruns Aaron
Knox Wellington Carl
S Sierra Victor
J Phelan James
M Hageman John
Dima Cristian
Boesch Hanke
Herman Herman
A Pezzementi Zachary
Robert Male Carson
Campoy Joan
Vallespi-Gonzalez Carlos
Original Assignee
Univ Carnegie Mellon
Deere & Co
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 Univ Carnegie Mellon, Deere & Co filed Critical Univ Carnegie Mellon
Publication of BR102015032436A2 publication Critical patent/BR102015032436A2/pt
Publication of BR102015032436A8 publication Critical patent/BR102015032436A8/pt
Publication of BR102015032436B1 publication Critical patent/BR102015032436B1/pt

Links

Classifications

    • A—HUMAN NECESSITIES
    • A01—AGRICULTURE; FORESTRY; ANIMAL HUSBANDRY; HUNTING; TRAPPING; FISHING
    • A01D—HARVESTING; MOWING
    • A01D41/00—Combines, i.e. harvesters or mowers combined with threshing devices
    • A01D41/12—Details of combines
    • A01D41/127—Control or measuring arrangements specially adapted for combines
    • A01D41/1277—Control or measuring arrangements specially adapted for combines for measuring grain quality
    • G—PHYSICS
    • G01—MEASURING; TESTING
    • G01N—INVESTIGATING OR ANALYSING MATERIALS BY DETERMINING THEIR CHEMICAL OR PHYSICAL PROPERTIES
    • G01N15/00—Investigating characteristics of particles; Investigating permeability, pore-volume or surface-area of porous materials
    • G01N15/02—Investigating particle size or size distribution
    • G—PHYSICS
    • G01—MEASURING; TESTING
    • G01N—INVESTIGATING OR ANALYSING MATERIALS BY DETERMINING THEIR CHEMICAL OR PHYSICAL PROPERTIES
    • G01N33/00—Investigating or analysing materials by specific methods not covered by groups G01N1/00 - G01N31/00
    • G01N33/02—Food
    • G—PHYSICS
    • G06—COMPUTING; CALCULATING OR COUNTING
    • G06F—ELECTRIC DIGITAL DATA PROCESSING
    • G06F18/00—Pattern recognition
    • G—PHYSICS
    • G06—COMPUTING; CALCULATING OR COUNTING
    • G06F—ELECTRIC DIGITAL DATA PROCESSING
    • G06F18/00—Pattern recognition
    • G06F18/20—Analysing
    • G06F18/24—Classification techniques
    • G—PHYSICS
    • G06—COMPUTING; CALCULATING OR COUNTING
    • G06T—IMAGE DATA PROCESSING OR GENERATION, IN GENERAL
    • G06T7/00—Image analysis
    • G—PHYSICS
    • G06—COMPUTING; CALCULATING OR COUNTING
    • G06T—IMAGE DATA PROCESSING OR GENERATION, IN GENERAL
    • G06T7/00—Image analysis
    • G06T7/0002—Inspection of images, e.g. flaw detection
    • G06T7/0004—Industrial image inspection
    • G—PHYSICS
    • G06—COMPUTING; CALCULATING OR COUNTING
    • G06T—IMAGE DATA PROCESSING OR GENERATION, IN GENERAL
    • G06T7/00—Image analysis
    • G06T7/10—Segmentation; Edge detection
    • G06T7/12—Edge-based segmentation
    • G—PHYSICS
    • G06—COMPUTING; CALCULATING OR COUNTING
    • G06T—IMAGE DATA PROCESSING OR GENERATION, IN GENERAL
    • G06T7/00—Image analysis
    • G06T7/60—Analysis of geometric attributes
    • G—PHYSICS
    • G06—COMPUTING; CALCULATING OR COUNTING
    • G06V—IMAGE OR VIDEO RECOGNITION OR UNDERSTANDING
    • G06V10/00—Arrangements for image or video recognition or understanding
    • G06V10/98—Detection or correction of errors, e.g. by rescanning the pattern or by human intervention; Evaluation of the quality of the acquired patterns
    • G06V10/993—Evaluation of the quality of the acquired pattern
    • 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
    • G06V20/69—Microscopic objects, e.g. biological cells or cellular parts
    • G06V20/695—Preprocessing, e.g. image segmentation
    • G—PHYSICS
    • G16—INFORMATION AND COMMUNICATION TECHNOLOGY [ICT] SPECIALLY ADAPTED FOR SPECIFIC APPLICATION FIELDS
    • G16Z—INFORMATION AND COMMUNICATION TECHNOLOGY [ICT] SPECIALLY ADAPTED FOR SPECIFIC APPLICATION FIELDS, NOT OTHERWISE PROVIDED FOR
    • G16Z99/00—Subject matter not provided for in other main groups of this subclass
    • 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
    • G06T2207/20—Special algorithmic details
    • G06T2207/20081—Training; Learning
    • 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
    • G06T2207/30108—Industrial image inspection
    • G—PHYSICS
    • G06—COMPUTING; CALCULATING OR COUNTING
    • G06V—IMAGE OR VIDEO RECOGNITION OR UNDERSTANDING
    • G06V10/00—Arrangements for image or video recognition or understanding
    • G06V10/20—Image preprocessing
    • G06V10/26—Segmentation of patterns in the image field; Cutting or merging of image elements to establish the pattern region, e.g. clustering-based techniques; Detection of occlusion
    • G06V10/267—Segmentation of patterns in the image field; Cutting or merging of image elements to establish the pattern region, e.g. clustering-based techniques; Detection of occlusion by performing operations on regions, e.g. growing, shrinking or watersheds
    • 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
    • G06V20/68—Food, e.g. fruit or vegetables

Landscapes

  • Engineering & Computer Science (AREA)
  • Physics & Mathematics (AREA)
  • Theoretical Computer Science (AREA)
  • General Physics & Mathematics (AREA)
  • Computer Vision & Pattern Recognition (AREA)
  • Life Sciences & Earth Sciences (AREA)
  • Quality & Reliability (AREA)
  • Health & Medical Sciences (AREA)
  • Chemical & Material Sciences (AREA)
  • Multimedia (AREA)
  • General Health & Medical Sciences (AREA)
  • Data Mining & Analysis (AREA)
  • Environmental Sciences (AREA)
  • Artificial Intelligence (AREA)
  • Bioinformatics & Computational Biology (AREA)
  • Bioinformatics & Cheminformatics (AREA)
  • Evolutionary Computation (AREA)
  • Analytical Chemistry (AREA)
  • Biochemistry (AREA)
  • Evolutionary Biology (AREA)
  • Immunology (AREA)
  • Pathology (AREA)
  • General Engineering & Computer Science (AREA)
  • Food Science & Technology (AREA)
  • Molecular Biology (AREA)
  • Biomedical Technology (AREA)
  • Geometry (AREA)
  • Medicinal Chemistry (AREA)
  • Dispersion Chemistry (AREA)
  • Investigating Materials By The Use Of Optical Means Adapted For Particular Applications (AREA)
  • Image Analysis (AREA)
  • Image Processing (AREA)

Abstract

MÉTODO DE MONITORAÇÃO DA QUALIDADE DO GRÃO, E, MÍDIA LEGÍVEL POR COMPUTADOR NÃO TRANSITÓRIA. Um método e mídia legível por computador não transitória, de captura de uma imagem de grão a granel e aplicação de um extrator de característica à imagem para determinar uma característica do grão a granel na imagem. Para cada um de uma pluralidade de diferentes locais de amostragem na imagem, com base na característica do grão a granel no local da amostragem, uma determinação é feita com relação a um escore de classificação quando à presença de uma classificação de material no local de amostragem. Uma qualidade do grão a granel da imagem é determinada com base em uma agregação dos escores de classificação quanto à presença da classificação de material nos locais de amostragem.
BR102015032436-7A 2014-12-26 2015-12-23 Método de monitoração da qualidade do grão, e, mídia legível por computador não transitória BR102015032436B1 (pt)

Applications Claiming Priority (2)

Application Number Priority Date Filing Date Title
US14/583,473 US9779330B2 (en) 2014-12-26 2014-12-26 Grain quality monitoring
US14/583473 2014-12-26

Publications (3)

Publication Number Publication Date
BR102015032436A2 BR102015032436A2 (pt) 2016-06-28
BR102015032436A8 true BR102015032436A8 (pt) 2022-08-30
BR102015032436B1 BR102015032436B1 (pt) 2023-01-24

Family

ID=54770816

Family Applications (1)

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BR102015032436-7A BR102015032436B1 (pt) 2014-12-26 2015-12-23 Método de monitoração da qualidade do grão, e, mídia legível por computador não transitória

Country Status (4)

Country Link
US (2) US9779330B2 (pt)
EP (1) EP3038054B1 (pt)
BR (1) BR102015032436B1 (pt)
RU (1) RU2720867C2 (pt)

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Also Published As

Publication number Publication date
EP3038054A2 (en) 2016-06-29
US10664726B2 (en) 2020-05-26
RU2720867C2 (ru) 2020-05-13
RU2015154467A3 (pt) 2019-06-19
BR102015032436A2 (pt) 2016-06-28
EP3038054B1 (en) 2020-02-19
RU2015154467A (ru) 2017-06-21
EP3038054A3 (en) 2016-07-20
BR102015032436B1 (pt) 2023-01-24
US9779330B2 (en) 2017-10-03
US20160189007A1 (en) 2016-06-30
US20180025254A1 (en) 2018-01-25

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B06F Objections, documents and/or translations needed after an examination request according [chapter 6.6 patent gazette]
B06U Preliminary requirement: requests with searches performed by other patent offices: procedure suspended [chapter 6.21 patent gazette]
B15K Others concerning applications: alteration of classification

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Ipc: A01D 41/127 (2006.01), G06T 7/00 (2006.01), G01N 1

B06A Patent application procedure suspended [chapter 6.1 patent gazette]
B09A Decision: intention to grant [chapter 9.1 patent gazette]
B16A Patent or certificate of addition of invention granted [chapter 16.1 patent gazette]

Free format text: PRAZO DE VALIDADE: 20 (VINTE) ANOS CONTADOS A PARTIR DE 23/12/2015, OBSERVADAS AS CONDICOES LEGAIS