Cow identification in free-stall barns based on an improved Mask R-CNN and an SVM
Published 2022 View Full Article
- Home
- Publications
- Publication Search
- Publication Details
Title
Cow identification in free-stall barns based on an improved Mask R-CNN and an SVM
Authors
Keywords
Individual cow identification, Machine vision, Improved Mask R-CNN, SVM, Precision livestock
Journal
COMPUTERS AND ELECTRONICS IN AGRICULTURE
Volume 194, Issue -, Pages 106738
Publisher
Elsevier BV
Online
2022-02-06
DOI
10.1016/j.compag.2022.106738
References
Ask authors/readers for more resources
Related references
Note: Only part of the references are listed.- Detection and segmentation of underwater objects from forward-looking sonar based on a modified Mask RCNN
- (2021) Zhimiao Fan et al. Signal Image and Video Processing
- A computer vision approach based on deep learning for the detection of dairy cows in free stall barn
- (2021) Patrizia Tassinari et al. COMPUTERS AND ELECTRONICS IN AGRICULTURE
- Visual identification of individual Holstein-Friesian cattle via deep metric learning
- (2021) William Andrew et al. COMPUTERS AND ELECTRONICS IN AGRICULTURE
- Cow identification based on fusion of deep parts features
- (2020) Hengqi Hu et al. BIOSYSTEMS ENGINEERING
- Image analysis for individual identification and feeding behaviour monitoring of dairy cows based on Convolutional Neural Networks (CNN)
- (2020) Brahim Achour et al. BIOSYSTEMS ENGINEERING
- Individual identification of Holstein dairy cows based on detecting and matching feature points in body images
- (2019) Kaixuan Zhao et al. BIOSYSTEMS ENGINEERING
- Fruit detection for strawberry harvesting robot in non-structural environment based on Mask-RCNN
- (2019) Yang Yu et al. COMPUTERS AND ELECTRONICS IN AGRICULTURE
- Cattle segmentation and contour extraction based on Mask R-CNN for precision livestock farming
- (2019) Yongliang Qiao et al. COMPUTERS AND ELECTRONICS IN AGRICULTURE
- RGB-D video-based individual identification of dairy cows using gait and texture analyses
- (2019) Fumio Okura et al. COMPUTERS AND ELECTRONICS IN AGRICULTURE
- FLYOLOv3 deep learning for key parts of dairy cow body detection
- (2019) Bo Jiang et al. COMPUTERS AND ELECTRONICS IN AGRICULTURE
- Application of image retrieval based on convolutional neural networks and Hu invariant moment algorithm in computer telecommunications
- (2019) Zhuang Wu et al. COMPUTER COMMUNICATIONS
- Analysis of fieldwork activities during milk production recording in dairy ewes by means of individual ear tag (ET) alone or plus RFID based electronic identification (EID)
- (2018) M.G. Cappai et al. COMPUTERS AND ELECTRONICS IN AGRICULTURE
- Deep learning framework for recognition of cattle using muzzle point image pattern
- (2018) Santosh Kumar et al. MEASUREMENT
- Body condition estimation on cows from depth images using Convolutional Neural Networks
- (2018) Juan Rodríguez Alvarez et al. COMPUTERS AND ELECTRONICS IN AGRICULTURE
- Potato Tuber Length-Width Ratio Assessment Using Image Analysis
- (2016) Yongsheng Si et al. AMERICAN JOURNAL OF POTATO RESEARCH
- Biometric cattle identification approach based on Weber’s Local Descriptor and AdaBoost classifier
- (2016) Tarek Gaber et al. COMPUTERS AND ELECTRONICS IN AGRICULTURE
- From classical methods to animal biometrics: A review on cattle identification and tracking
- (2016) Ali Ismail Awad COMPUTERS AND ELECTRONICS IN AGRICULTURE
- Real-time recognition of cattle using animal biometrics
- (2016) Santosh Kumar et al. Journal of Real-Time Image Processing
- Precision livestock farming technologies for welfare management in intensive livestock systems
- (2016) D. BERCKMANS REVUE SCIENTIFIQUE ET TECHNIQUE-OFFICE INTERNATIONAL DES EPIZOOTIES
- 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
- 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
- Animal biometrics: quantifying and detecting phenotypic appearance
- (2013) Hjalmar S. Kühl et al. TRENDS IN ECOLOGY & EVOLUTION
- Assessment of acute pain experienced by piglets from ear tagging, ear notching and intraperitoneal injectable transponders
- (2010) Edwina Leslie et al. APPLIED ANIMAL BEHAVIOUR SCIENCE
- A complete farm management system based on animal identification using RFID technology
- (2009) Athanasios S. Voulodimos et al. COMPUTERS AND ELECTRONICS IN AGRICULTURE
Find the ideal target journal for your manuscript
Explore over 38,000 international journals covering a vast array of academic fields.
SearchCreate your own webinar
Interested in hosting your own webinar? Check the schedule and propose your idea to the Peeref Content Team.
Create Now