SE1800191A1 - A self-learning animal identification algorithm - Google Patents

A self-learning animal identification algorithm Download PDF

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Publication number
SE1800191A1
SE1800191A1 SE1800191A SE1800191A SE1800191A1 SE 1800191 A1 SE1800191 A1 SE 1800191A1 SE 1800191 A SE1800191 A SE 1800191A SE 1800191 A SE1800191 A SE 1800191A SE 1800191 A1 SE1800191 A1 SE 1800191A1
Authority
SE
Sweden
Prior art keywords
animal
identification algorithm
metrics
identity
identification
Prior art date
Application number
SE1800191A
Inventor
Bohao Liao
Original Assignee
Delaval Holding Ab
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 Delaval Holding Ab filed Critical Delaval Holding Ab
Priority to SE1800191A priority Critical patent/SE1800191A1/en
Publication of SE1800191A1 publication Critical patent/SE1800191A1/en

Links

Classifications

    • A—HUMAN NECESSITIES
    • A01—AGRICULTURE; FORESTRY; ANIMAL HUSBANDRY; HUNTING; TRAPPING; FISHING
    • A01K—ANIMAL HUSBANDRY; CARE OF BIRDS, FISHES, INSECTS; FISHING; REARING OR BREEDING ANIMALS, NOT OTHERWISE PROVIDED FOR; NEW BREEDS OF ANIMALS
    • A01K29/00—Other apparatus for animal husbandry
    • A—HUMAN NECESSITIES
    • A61—MEDICAL OR VETERINARY SCIENCE; HYGIENE
    • A61B—DIAGNOSIS; SURGERY; IDENTIFICATION
    • A61B5/00—Measuring for diagnostic purposes; Identification of persons
    • A61B5/117—Identification of persons
    • A61B5/1171—Identification of persons based on the shapes or appearances of their bodies or parts thereof
    • 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
    • G06V40/10—Human or animal bodies, e.g. vehicle occupants or pedestrians; Body parts, e.g. hands
    • 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
    • G06V40/50—Maintenance of biometric data or enrolment thereof
    • G—PHYSICS
    • G06—COMPUTING; CALCULATING OR COUNTING
    • G06N—COMPUTING ARRANGEMENTS BASED ON SPECIFIC COMPUTATIONAL MODELS
    • G06N3/00—Computing arrangements based on biological models
    • 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
    • G06V—IMAGE OR VIDEO RECOGNITION OR UNDERSTANDING
    • G06V40/00—Recognition of biometric, human-related or animal-related patterns in image or video data
    • G06V40/10—Human or animal bodies, e.g. vehicle occupants or pedestrians; Body parts, e.g. hands
    • G06V40/16—Human faces, e.g. facial parts, sketches or expressions

Abstract

The present disclosure generally relates to the field of farming and more specifically the disclosure relates to methods and arrangements for automatically verifying identities of animals. According to a first aspect the disclosure relates to a method for updating reference data used by an animal identification algorithm designed to determine an identity of an individual animal in a population of animals with known identity. The method comprises obtaining identification images of the individual animal and executing the animal identification algorithm with metrics of the obtained identification images as input. The method further comprises, upon the animal identification algorithm determining the identity of the individual animal based on metrics of a subset of the obtained identification images updating the reference data based on metrics of one or more of the other identification images of the individual animal, not in the subset.
SE1800191A 2018-10-10 2018-10-10 A self-learning animal identification algorithm SE1800191A1 (en)

Priority Applications (1)

Application Number Priority Date Filing Date Title
SE1800191A SE1800191A1 (en) 2018-10-10 2018-10-10 A self-learning animal identification algorithm

Applications Claiming Priority (1)

Application Number Priority Date Filing Date Title
SE1800191A SE1800191A1 (en) 2018-10-10 2018-10-10 A self-learning animal identification algorithm

Publications (1)

Publication Number Publication Date
SE1800191A1 true SE1800191A1 (en) 2019-07-03

Family

ID=67386428

Family Applications (1)

Application Number Title Priority Date Filing Date
SE1800191A SE1800191A1 (en) 2018-10-10 2018-10-10 A self-learning animal identification algorithm

Country Status (1)

Country Link
SE (1) SE1800191A1 (en)

Cited By (1)

* Cited by examiner, † Cited by third party
Publication number Priority date Publication date Assignee Title
WO2021032890A3 (en) * 2019-08-21 2021-04-15 Dairymaster A method and apparatus for determining the identity of an animal of a herd of animals

Citations (4)

* Cited by examiner, † Cited by third party
Publication number Priority date Publication date Assignee Title
WO2004044829A1 (en) * 2002-11-08 2004-05-27 Data Flow / Alaska, Inc. System for uniquely identifying subjects from a target population
JP2011242873A (en) * 2010-05-14 2011-12-01 Honda Motor Co Ltd Registration device, registration method and computer program
US20110311112A1 (en) * 2010-06-21 2011-12-22 Canon Kabushiki Kaisha Identification device, identification method, and storage medium
WO2017001538A1 (en) * 2015-07-01 2017-01-05 Viking Genetics Fmba System and method for identification of individual animals based on images of the back

Patent Citations (4)

* Cited by examiner, † Cited by third party
Publication number Priority date Publication date Assignee Title
WO2004044829A1 (en) * 2002-11-08 2004-05-27 Data Flow / Alaska, Inc. System for uniquely identifying subjects from a target population
JP2011242873A (en) * 2010-05-14 2011-12-01 Honda Motor Co Ltd Registration device, registration method and computer program
US20110311112A1 (en) * 2010-06-21 2011-12-22 Canon Kabushiki Kaisha Identification device, identification method, and storage medium
WO2017001538A1 (en) * 2015-07-01 2017-01-05 Viking Genetics Fmba System and method for identification of individual animals based on images of the back

Non-Patent Citations (1)

* Cited by examiner, † Cited by third party
Title
N.Poh, A. Rattani, F. Roli, "Critical analysis of adaptive biometric systems", IET Biometrics, vol. 1, Iss. 4. pp. 179-187, 2012, DOI: 10.1049/iet-bmt.2012.0019 *

Cited By (1)

* Cited by examiner, † Cited by third party
Publication number Priority date Publication date Assignee Title
WO2021032890A3 (en) * 2019-08-21 2021-04-15 Dairymaster A method and apparatus for determining the identity of an animal of a herd of animals

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