A Review : Development of Computer Vision-Based Lameness Detection for Dairy Cows and Discussion of the Practical Applications
The computer vision technique has been rapidly adopted in cow lameness detection research due to its noncontact characteristic and moderate price. This paper attempted to summarize the research progress of computer vision in the detection of lameness. Computer vision lameness detection systems are not popular on farms, and the accuracy and applicability still need to be improved. This paper discusses the problems and development prospects of this technique from three aspects: detection methods, verification methods and application implementation. The paper aims to provide the reader with a summary of the literature and the latest advances in the field of computer vision detection of lameness in dairy cows.
| Medienart: |
E-Artikel |
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| Erscheinungsjahr: |
2021 |
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| Erschienen: |
2021 |
| Enthalten in: |
Zur Gesamtaufnahme - volume:21 |
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| Enthalten in: |
Sensors (Basel, Switzerland) - 21(2021), 3 vom: 22. Jan. |
| Sprache: |
Englisch |
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| Beteiligte Personen: |
Kang, Xi [VerfasserIn] |
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| Links: |
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| Themen: |
Computer vision techniques |
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| Anmerkungen: |
Date Completed 20.04.2021 Date Revised 20.04.2021 published: Electronic Citation Status MEDLINE |
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| doi: |
10.3390/s21030753 |
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| funding: |
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| Förderinstitution / Projekttitel: |
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| PPN (Katalog-ID): |
NLM320612244 |
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| 520 | |a The computer vision technique has been rapidly adopted in cow lameness detection research due to its noncontact characteristic and moderate price. This paper attempted to summarize the research progress of computer vision in the detection of lameness. Computer vision lameness detection systems are not popular on farms, and the accuracy and applicability still need to be improved. This paper discusses the problems and development prospects of this technique from three aspects: detection methods, verification methods and application implementation. The paper aims to provide the reader with a summary of the literature and the latest advances in the field of computer vision detection of lameness in dairy cows | ||
| 650 | 4 | |a Journal Article | |
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| 650 | 4 | |a image processing | |
| 650 | 4 | |a lameness detection | |
| 650 | 4 | |a visual locomotion scoring | |
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| 700 | 1 | |a Liu, Gang |e verfasserin |4 aut | |
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