PL3152705T3 - Metody i system do wykrywania okrągłych owoców przy użyciu lampy błyskowej i kamery oraz automatycznej analizy obrazu z uwzględnieniem niezmienności skali i częściowego zasłonięcia owoców - Google Patents

Metody i system do wykrywania okrągłych owoców przy użyciu lampy błyskowej i kamery oraz automatycznej analizy obrazu z uwzględnieniem niezmienności skali i częściowego zasłonięcia owoców

Info

Publication number
PL3152705T3
PL3152705T3 PL15815679T PL15815679T PL3152705T3 PL 3152705 T3 PL3152705 T3 PL 3152705T3 PL 15815679 T PL15815679 T PL 15815679T PL 15815679 T PL15815679 T PL 15815679T PL 3152705 T3 PL3152705 T3 PL 3152705T3
Authority
PL
Poland
Prior art keywords
invariance
flash
camera
scale
methods
Prior art date
Application number
PL15815679T
Other languages
English (en)
Inventor
Stephen Thomas Nuske
Zania Pothen
Original Assignee
Univ Carnegie Mellon
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 filed Critical Univ Carnegie Mellon
Publication of PL3152705T3 publication Critical patent/PL3152705T3/pl

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Classifications

    • GPHYSICS
    • G06COMPUTING OR CALCULATING; COUNTING
    • G06VIMAGE OR VIDEO RECOGNITION OR UNDERSTANDING
    • G06V10/00Arrangements for image or video recognition or understanding
    • G06V10/10Image acquisition
    • G06V10/12Details of acquisition arrangements; Constructional details thereof
    • G06V10/14Optical characteristics of the device performing the acquisition or on the illumination arrangements
    • G06V10/145Illumination specially adapted for pattern recognition, e.g. using gratings
    • GPHYSICS
    • G06COMPUTING OR CALCULATING; COUNTING
    • G06TIMAGE DATA PROCESSING OR GENERATION, IN GENERAL
    • G06T7/00Image analysis
    • G06T7/10Segmentation; Edge detection
    • G06T7/11Region-based segmentation
    • GPHYSICS
    • G06COMPUTING OR CALCULATING; COUNTING
    • G06TIMAGE DATA PROCESSING OR GENERATION, IN GENERAL
    • G06T7/00Image analysis
    • G06T7/60Analysis of geometric attributes
    • G06T7/62Analysis of geometric attributes of area, perimeter, diameter or volume
    • GPHYSICS
    • G06COMPUTING OR CALCULATING; COUNTING
    • G06VIMAGE OR VIDEO RECOGNITION OR UNDERSTANDING
    • G06V10/00Arrangements for image or video recognition or understanding
    • G06V10/40Extraction of image or video features
    • G06V10/46Descriptors for shape, contour or point-related descriptors, e.g. scale invariant feature transform [SIFT] or bags of words [BoW]; Salient regional features
    • G06V10/462Salient features, e.g. scale invariant feature transforms [SIFT]
    • GPHYSICS
    • G06COMPUTING OR CALCULATING; COUNTING
    • G06VIMAGE OR VIDEO RECOGNITION OR UNDERSTANDING
    • G06V10/00Arrangements for image or video recognition or understanding
    • G06V10/40Extraction of image or video features
    • G06V10/60Extraction of image or video features relating to illumination properties, e.g. using a reflectance or lighting model
    • GPHYSICS
    • G06COMPUTING OR CALCULATING; COUNTING
    • G06VIMAGE OR VIDEO RECOGNITION OR UNDERSTANDING
    • G06V20/00Scenes; Scene-specific elements
    • G06V20/60Type of objects
    • G06V20/68Food, e.g. fruit or vegetables

Landscapes

  • Engineering & Computer Science (AREA)
  • Physics & Mathematics (AREA)
  • General Physics & Mathematics (AREA)
  • Theoretical Computer Science (AREA)
  • Computer Vision & Pattern Recognition (AREA)
  • Multimedia (AREA)
  • Software Systems (AREA)
  • Artificial Intelligence (AREA)
  • Geometry (AREA)
  • Image Processing (AREA)
  • Investigating Materials By The Use Of Optical Means Adapted For Particular Applications (AREA)
PL15815679T 2014-06-30 2015-06-30 Metody i system do wykrywania okrągłych owoców przy użyciu lampy błyskowej i kamery oraz automatycznej analizy obrazu z uwzględnieniem niezmienności skali i częściowego zasłonięcia owoców PL3152705T3 (pl)

Applications Claiming Priority (3)

Application Number Priority Date Filing Date Title
US201461998503P 2014-06-30 2014-06-30
EP15815679.4A EP3152705B1 (en) 2014-06-30 2015-06-30 Methods and system for detecting curved fruit with flash and camera and automated image analysis with invariance to scale and partial occlusions
PCT/US2015/038534 WO2016004026A1 (en) 2014-06-30 2015-06-30 Methods and system for detecting curved fruit with flash and camera and automated image analysis with invariance to scale and partial occlusions

Publications (1)

Publication Number Publication Date
PL3152705T3 true PL3152705T3 (pl) 2019-11-29

Family

ID=55019910

Family Applications (1)

Application Number Title Priority Date Filing Date
PL15815679T PL3152705T3 (pl) 2014-06-30 2015-06-30 Metody i system do wykrywania okrągłych owoców przy użyciu lampy błyskowej i kamery oraz automatycznej analizy obrazu z uwzględnieniem niezmienności skali i częściowego zasłonięcia owoców

Country Status (5)

Country Link
US (1) US10217013B2 (pl)
EP (1) EP3152705B1 (pl)
CN (1) CN106663192B (pl)
PL (1) PL3152705T3 (pl)
WO (1) WO2016004026A1 (pl)

Families Citing this family (9)

* Cited by examiner, † Cited by third party
Publication number Priority date Publication date Assignee Title
FR3036830B1 (fr) * 2015-05-29 2017-06-09 Univ Bordeaux Systeme et methode pour l'estimation d'un volume de recolte au sein d'une exploitation viticole
US10288410B2 (en) * 2016-11-10 2019-05-14 The Boeing Company Method and system for identifying wire contact insertion holes of a connector
US10891482B2 (en) 2018-07-10 2021-01-12 Adroit Robotics Systems, devices, and methods for in-field diagnosis of growth stage and crop yield estimation in a plant area
JP6744898B2 (ja) * 2018-10-12 2020-08-19 ソニーセミコンダクタソリューションズ株式会社 計測装置、計測方法、プログラム
CN109583306B (zh) * 2018-10-31 2021-10-08 杭州电子科技大学 一种基于机器视觉的纱管残留纱线检测方法
US10930065B2 (en) 2019-03-08 2021-02-23 X Development Llc Three-dimensional modeling with two dimensional data
US20230079259A1 (en) * 2020-02-20 2023-03-16 Cropsy Technologies Limited Tall plant health management system
WO2022220697A1 (en) * 2021-04-15 2022-10-20 Cropsy Technologies Limited Plant management system
US20260080694A1 (en) * 2022-07-14 2026-03-19 Bloomfield Robotics, Inc. Devices, systems, and methods for monitoring crops and estimating crop yield

Family Cites Families (7)

* Cited by examiner, † Cited by third party
Publication number Priority date Publication date Assignee Title
IL101612A0 (en) * 1992-04-16 1992-12-30 Electro Optics Ind Ltd Apparatus and method for inspecting articles such as agricultural produce
FR2752940A1 (fr) * 1996-08-30 1998-03-06 Cemagref Procede et dispositif de determination d'une proportion entre des fruits et des corps etrangers et procede et machine de recolte de fruits
US7693323B2 (en) * 2002-03-12 2010-04-06 Applied Materials, Inc. Multi-detector defect detection system and a method for detecting defects
CN101832941B (zh) * 2010-03-19 2013-03-13 天津大学 一种基于多光谱图像的水果品质评价装置
US9939417B2 (en) * 2012-06-01 2018-04-10 Agerpoint, Inc. Systems and methods for monitoring agricultural products
US10534995B2 (en) * 2013-03-15 2020-01-14 Qylur Intelligent Systems, Inc. Network of intelligent machines
CN103293168B (zh) * 2013-05-28 2015-01-28 陕西科技大学 基于视觉显著性的水果表面缺陷检测方法

Also Published As

Publication number Publication date
WO2016004026A1 (en) 2016-01-07
US10217013B2 (en) 2019-02-26
US20180129894A1 (en) 2018-05-10
EP3152705A4 (en) 2018-01-17
EP3152705A1 (en) 2017-04-12
EP3152705B1 (en) 2019-08-14
CN106663192B (zh) 2021-03-12
CN106663192A (zh) 2017-05-10

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