Recording behaviour of indoor-housed farm animals automatically using machine vision technology: A systematic review
Published 2019 View Full Article
- Home
- Publications
- Publication Search
- Publication Details
Title
Recording behaviour of indoor-housed farm animals automatically using machine vision technology: A systematic review
Authors
Keywords
Swine, Animal behavior, Computer vision, Cameras, Livestock, Algorithms, Database searching, Poultry
Journal
PLoS One
Volume 14, Issue 12, Pages e0226669
Publisher
Public Library of Science (PLoS)
Online
2019-12-24
DOI
10.1371/journal.pone.0226669
References
Ask authors/readers for more resources
Related references
Note: Only part of the references are listed.- An IoT-Based Solution for Intelligent Farming
- (2019) Luís Nóbrega et al. SENSORS
- High-precision scanning system for complete 3D cow body shape imaging and analysis of morphological traits
- (2019) Y. Le Cozler et al. COMPUTERS AND ELECTRONICS IN AGRICULTURE
- State-of-the-Art Internet of Things in Protected Agriculture
- (2019) Xiaojie Shi et al. SENSORS
- A Survey of Italian Dairy Farmers’ Propensity for Precision Livestock Farming Tools
- (2019) Fabio Abeni et al. Animals
- Review: Precision livestock farming: building ‘digital representations’ to bring the animals closer to the farmer
- (2019) T. Norton et al. Animal
- Review: Automated techniques for monitoring the behaviour and welfare of broilers and laying hens: towards the goal of precision livestock farming
- (2019) N. Li et al. Animal
- ThermoLabAnimal – A high-throughput analysis software for non-invasive thermal assessment of laboratory mice
- (2019) Nuno Henrique Franco et al. PHYSIOLOGY & BEHAVIOR
- A Systematic Review of Precision Livestock Farming in the Poultry Sector: Is Technology Focussed on Improving Bird Welfare?
- (2019) Rowe et al. Animals
- Volume and surface area of Holstein dairy cows calculated from complete 3D shapes acquired using a high-precision scanning system: Interest for body weight estimation
- (2019) Y. Le Cozler et al. COMPUTERS AND ELECTRONICS IN AGRICULTURE
- Identification of group-housed pigs based on Gabor and Local Binary Pattern features
- (2018) Weijia Huang et al. BIOSYSTEMS ENGINEERING
- Automatic cough detection for bovine respiratory disease in a calf house
- (2018) Lenn Carpentier et al. BIOSYSTEMS ENGINEERING
- Automatic recognition of lactating sow postures from depth images by deep learning detector
- (2018) Chan Zheng et al. COMPUTERS AND ELECTRONICS IN AGRICULTURE
- Development of an early warning algorithm to detect sick broilers
- (2018) Xiaolin Zhuang et al. COMPUTERS AND ELECTRONICS IN AGRICULTURE
- Automated monitoring of dairy cow body condition, mobility and weight using a single 3D video capture device
- (2018) M.F. Hansen et al. COMPUTERS IN INDUSTRY
- Towards on-farm pig face recognition using convolutional neural networks
- (2018) Mark F. Hansen et al. COMPUTERS IN INDUSTRY
- Automatic early warning of tail biting in pigs: 3D cameras can detect lowered tail posture before an outbreak
- (2018) Richard B. D’Eath et al. PLoS One
- Application of multiple behaviour change models to identify determinants of farmers’ biosecurity attitudes and behaviours
- (2018) I.F. Richens et al. PREVENTIVE VETERINARY MEDICINE
- A Feasibility Study on the Use of a Structured Light Depth-Camera for Three-Dimensional Body Measurements of Dairy Cows in Free-Stall Barns
- (2018) Andrea Pezzuolo et al. SENSORS
- The role of interoperable data standards in precision livestock farming in extensive livestock systems: A review
- (2018) Christiane Bahlo et al. COMPUTERS AND ELECTRONICS IN AGRICULTURE
- Recognition and drinking behaviour analysis of individual pigs based on machine vision
- (2017) Wei-xing Zhu et al. Livestock Science
- Depth-Based Detection of Standing-Pigs in Moving Noise Environments
- (2017) Jinseong Kim et al. SENSORS
- 3D Computer-vision system for automatically estimating heifer height and body mass
- (2017) Oron Nir et al. BIOSYSTEMS ENGINEERING
- Motion-based video monitoring for early detection of livestock diseases: The case of African swine fever
- (2017) Eduardo Fernández-Carrión et al. PLoS One
- Automated tracking to measure behavioural changes in pigs for health and welfare monitoring
- (2017) Stephen G. Matthews et al. Scientific Reports
- A new approach for categorizing pig lying behaviour based on a Delaunay triangulation method
- (2016) A. Nasirahmadi et al. Animal
- Prediction of reduction in aggressive behaviour of growing pigs using skin lesion traits as selection criteria
- (2016) S. Desire et al. Animal
- Monitoring pig movement at the slaughterhouse using optical flow and modified angular histograms
- (2016) Ruta Gronskyte et al. BIOSYSTEMS ENGINEERING
- Automatic estimation of number of piglets in a pen during farrowing, using image analysis
- (2016) Maciej Oczak et al. BIOSYSTEMS ENGINEERING
- Automatic recognition of lactating sow behaviors through depth image processing
- (2016) F. Lao et al. COMPUTERS AND ELECTRONICS IN AGRICULTURE
- Automatic detection of mounting behaviours among pigs using image analysis
- (2016) Abozar Nasirahmadi et al. COMPUTERS AND ELECTRONICS IN AGRICULTURE
- Technical note: Validation of a commercial system for the continuous and automated monitoring of dairy cow activity
- (2016) E. Tullo et al. JOURNAL OF DAIRY SCIENCE
- The Importance of Publishing Negative Results
- (2016) Phyllis G. Weintraub JOURNAL OF INSECT SCIENCE
- Monitoring chicken flock behaviour provides early warning of infection by human pathogenCampylobacter
- (2016) Frances M. Colles et al. PROCEEDINGS OF THE ROYAL SOCIETY B-BIOLOGICAL SCIENCES
- Automatic Recognition of Aggressive Behavior in Pigs Using a Kinect Depth Sensor
- (2016) Jonguk Lee et al. SENSORS
- Evaluation of a laying-hen tracking algorithm based on a hybrid support vector machine
- (2016) Cheng Wang et al. Journal of Animal Science and Biotechnology
- Precision livestock farming technologies for welfare management in intensive livestock systems
- (2016) D. BERCKMANS REVUE SCIENTIFIQUE ET TECHNIQUE-OFFICE INTERNATIONAL DES EPIZOOTIES
- Development of automatic surveillance of animal behaviour and welfare using image analysis and machine learned segmentation technique
- (2015) M. Nilsson et al. Animal
- Multi-object extraction from topview group-housed pig images based on adaptive partitioning and multilevel thresholding segmentation
- (2015) Yi-zheng Guo et al. BIOSYSTEMS ENGINEERING
- Towards real-time control of chicken activity in a ventilated chamber
- (2015) Ali Youssef et al. BIOSYSTEMS ENGINEERING
- The automatic detection of dairy cow feeding and standing behaviours in free-stall barns by a computer vision-based system
- (2015) Simona M.C. Porto et al. BIOSYSTEMS ENGINEERING
- Pig herd monitoring and undesirable tripping and stepping prevention
- (2015) Ruta Gronskyte et al. COMPUTERS AND ELECTRONICS IN AGRICULTURE
- Validity of the Microsoft Kinect sensor for assessment of normal walking patterns in pigs
- (2015) Sophia Stavrakakis et al. COMPUTERS AND ELECTRONICS IN AGRICULTURE
- Early Detection of Infection in Pigs through an Online Monitoring System
- (2015) M. Martínez-Avilés et al. Transboundary and Emerging Diseases
- Automatic lameness detection based on consecutive 3D-video recordings
- (2014) Tom Van Hertem et al. BIOSYSTEMS ENGINEERING
- Classification of aggressive behaviour in pigs by activity index and multilayer feed forward neural network
- (2014) Maciej Oczak et al. BIOSYSTEMS ENGINEERING
- Foreground detection of group-housed pigs based on the combination of Mixture of Gaussians using prediction mechanism and threshold segmentation
- (2014) Yizheng Guo et al. BIOSYSTEMS ENGINEERING
- A motion and image analysis method for automatic detection of estrus and mating behavior in cattle
- (2014) Du-Ming Tsai et al. COMPUTERS AND ELECTRONICS IN AGRICULTURE
- Image feature extraction for classification of aggressive interactions among pigs
- (2014) S. Viazzi et al. COMPUTERS AND ELECTRONICS IN AGRICULTURE
- Application of 3-D imaging sensor for tracking minipigs in the open field test
- (2014) Victor A. Kulikov et al. JOURNAL OF NEUROSCIENCE METHODS
- A Cost-Effective Pigsty Monitoring System Based on a Video Sensor
- (2014) KSII Transactions on Internet and Information Systems
- Performance of an image analysis processing system for hen tracking in an environmental preference chamber
- (2014) Mohammad Amin Kashiha et al. POULTRY SCIENCE
- The use of image analysis as a new approach to assess behaviour classification in a pig barn
- (2013) Annamaria Costa et al. ACTA VETERINARIA BRNO
- Development of an early warning system for a broiler house using computer vision
- (2013) Mohammadamin Kashiha et al. BIOSYSTEMS ENGINEERING
- A computer vision-based system for the automatic detection of lying behaviour of dairy cows in free-stall barns
- (2013) Simona M.C. Porto et al. BIOSYSTEMS ENGINEERING
- Comparison of segmentation algorithms for cow contour extraction from natural barn background in side view images
- (2013) T. Van Hertem et al. COMPUTERS AND ELECTRONICS IN AGRICULTURE
- Machine vision to identify broiler breeder behavior
- (2013) Danilo F. Pereira et al. COMPUTERS AND ELECTRONICS IN AGRICULTURE
- Automatic identification of marked pigs in a pen using image pattern recognition
- (2013) Mohammadamin Kashiha et al. COMPUTERS AND ELECTRONICS IN AGRICULTURE
- Comparison of a three-dimensional and two-dimensional camera system for automated measurement of back posture in dairy cows
- (2013) S. Viazzi et al. COMPUTERS AND ELECTRONICS IN AGRICULTURE
- Automated video analysis of pig activity at pen level highly correlates to human observations of behavioural activities
- (2013) S. Ott et al. Livestock Science
- Automatic Detection and Recognition of Pig Wasting Diseases Using Sound Data in Audio Surveillance Systems
- (2013) Yongwha Chung et al. SENSORS
- An automatic colour-based computer vision algorithm for tracking the position of piglets
- (2013) J.M. Navarro Jover et al. SPANISH JOURNAL OF AGRICULTURAL RESEARCH
- Image-processing technique to measure pig activity in response to climatic variation in a pig barn
- (2013) A. Costa et al. Animal Production Science
- Optical flow, flock behaviour and chicken welfare
- (2012) Marian Stamp Dawkins et al. ANIMAL BEHAVIOUR
- The automatic monitoring of pigs water use by cameras
- (2012) Mohammadamin Kashiha et al. COMPUTERS AND ELECTRONICS IN AGRICULTURE
- Automatic measurement of touch and release angles of the fetlock joint for lameness detection in dairy cattle using vision techniques
- (2012) A. Pluk et al. JOURNAL OF DAIRY SCIENCE
- Analysis of individual classification of lameness using automatic measurement of back posture in dairy cattle
- (2012) S. Viazzi et al. JOURNAL OF DAIRY SCIENCE
- Breeding against harmful social behaviours in pigs and chickens: State of the art and the way forward
- (2011) Simon P. Turner APPLIED ANIMAL BEHAVIOUR SCIENCE
- Automatic detection of deviations in activity levels in groups of broiler chickens – A pilot study
- (2011) Helle H. Kristensen et al. BIOSYSTEMS ENGINEERING
- Development of a real-time computer vision system for tracking loose-housed pigs
- (2011) Peter Ahrendt et al. COMPUTERS AND ELECTRONICS IN AGRICULTURE
- Application of a fully automatic analysis tool to assess the activity of broiler chickens with different gait scores
- (2010) A. Aydin et al. COMPUTERS AND ELECTRONICS IN AGRICULTURE
- Real-time automatic lameness detection based on back posture extraction in dairy cattle: Shape analysis of cow with image processing techniques
- (2010) A. Poursaberi et al. COMPUTERS AND ELECTRONICS IN AGRICULTURE
- Image analysis to measure activity index of animals
- (2010) HEIDI BLOEMEN et al. EQUINE VETERINARY JOURNAL
- Pigs’ aggressive temperament affects pre-slaughter mixing aggression, stress and meat quality
- (2009) R. B. D’Eath et al. Animal
- Optical flow patterns in broiler chicken flocks as automated measures of behaviour and gait
- (2009) Marian Stamp Dawkins et al. APPLIED ANIMAL BEHAVIOUR SCIENCE
- Preferred Reporting Items for Systematic Reviews and Meta-Analyses: The PRISMA Statement
- (2009) David Moher et al. PLOS MEDICINE
- Using video image analysis to count hens in cages and reduce egg breakage on collection belts
- (2008) G. M. Cronin et al. Australian journal of experimental agriculture
- Estimation of bull live weight through thermographically measured body dimensions
- (2008) D. Stajnko et al. COMPUTERS AND ELECTRONICS IN AGRICULTURE
- Automatic real-time monitoring of locomotion and posture behaviour of pregnant cows prior to calving using online image analysis
- (2008) Ö. Cangar et al. COMPUTERS AND ELECTRONICS IN AGRICULTURE
- Automatic detection of lameness in dairy cattle—Vision-based trackway analysis in cow's locomotion
- (2008) Xiangyu Song et al. COMPUTERS AND ELECTRONICS IN AGRICULTURE
- BOARD-INVITED REVIEW: Using behavior to predict and identify ill health in animals1
- (2008) D. M. Weary et al. JOURNAL OF ANIMAL SCIENCE
- A real-time computer vision assessment and control of thermal comfort for group-housed pigs
- (2007) Bin Shao et al. COMPUTERS AND ELECTRONICS IN AGRICULTURE
Find Funding. Review Successful Grants.
Explore over 25,000 new funding opportunities and over 6,000,000 successful grants.
ExplorePublish scientific posters with Peeref
Peeref publishes scientific posters from all research disciplines. Our Diamond Open Access policy means free access to content and no publication fees for authors.
Learn More