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[HTML][HTML] A systematic review of machine learning techniques for cattle identification: Datasets, methods and future directions
Increased biosecurity and food safety requirements may increase demand for efficient
traceability and identification systems of livestock in the supply chain. The advanced …
traceability and identification systems of livestock in the supply chain. The advanced …
Cattle recognition: A new frontier in visual animal biometrics research
Visual animal biometrics is an emerging research field of computer vision, pattern
recognition, and cognitive science. Recently, cattle recognition has played a significant role …
recognition, and cognitive science. Recently, cattle recognition has played a significant role …
[HTML][HTML] CattleFaceNet: A cattle face identification approach based on RetinaFace and ArcFace loss
Cattle identification is crucial to be registered for breeding association, food quality tracing,
disease prevention and control and fake insurance claims. Traditional non-biometrics …
disease prevention and control and fake insurance claims. Traditional non-biometrics …
Deep learning framework for recognition of cattle using muzzle point image pattern
Animal biometrics is a frontier area of computer vision, pattern recognition and cognitive
science to plays the vital role for the registration, unique identification, and verification of …
science to plays the vital role for the registration, unique identification, and verification of …
Monitoring of pet animal in smart cities using animal biometrics
Monitoring of pet animal in smart city is a big challenge for authorities concerned. The
classical animal identification and monitoring methods fail to provide the required level of …
classical animal identification and monitoring methods fail to provide the required level of …
Visual animal biometrics: survey
Visual animal biometrics is an emerging research discipline in computer vision, pattern
recognition and cognitive science. It is a promising research field that encourages new …
recognition and cognitive science. It is a promising research field that encourages new …
Deep learning-based architectures for recognition of cow using cow nose image pattern
Stacked denoising auto-encoder and deep belief network are proposed as methods of deep
learning for cow nose image texture feature extraction, and for learning the extracted …
learning for cow nose image texture feature extraction, and for learning the extracted …
Artificial intelligence-based camel face identification system for sustainable livestock farming
Artificial intelligence and machine learning have recently been applied to improve
agricultural and livestock applications. The precise estimation, recommendations, and …
agricultural and livestock applications. The precise estimation, recommendations, and …
Muzzle point pattern based techniques for individual cattle identification
Animal biometrics based recognition systems are gradually gaining more proliferation due to
their diversity of application and uses. The recognition system is applied for representation …
their diversity of application and uses. The recognition system is applied for representation …
Group sparse representation approach for recognition of cattle on muzzle point images
The usage of computer vision adds a new paradigm in the field of animal biometric, and has
recently received more attention due to the growing importance of identification and tracking …
recently received more attention due to the growing importance of identification and tracking …