[HTML][HTML] A systematic review of machine learning techniques for cattle identification: Datasets, methods and future directions

ME Hossain, MA Kabir, L Zheng, DL Swain… - Artificial Intelligence in …, 2022 - Elsevier
Increased biosecurity and food safety requirements may increase demand for efficient
traceability and identification systems of livestock in the supply chain. The advanced …

Cattle recognition: A new frontier in visual animal biometrics research

S Kumar, SK Singh - Proceedings of the national academy of sciences …, 2020 - Springer
Visual animal biometrics is an emerging research field of computer vision, pattern
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

B Xu, W Wang, L Guo, G Chen, Y Li, Z Cao… - … and Electronics in …, 2022 - Elsevier
Cattle identification is crucial to be registered for breeding association, food quality tracing,
disease prevention and control and fake insurance claims. Traditional non-biometrics …

Deep learning framework for recognition of cattle using muzzle point image pattern

S Kumar, A Pandey, KSR Satwik, S Kumar, SK Singh… - Measurement, 2018 - Elsevier
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 …

Monitoring of pet animal in smart cities using animal biometrics

S Kumar, SK Singh - Future Generation Computer Systems, 2018 - Elsevier
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 …

Visual animal biometrics: survey

S Kumar, SK Singh - Iet Biometrics, 2017 - Wiley Online Library
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 …

Deep learning-based architectures for recognition of cow using cow nose image pattern

R Bello, AZH Talıb, ASAB Mohamed - Gazi University Journal of …, 2020 - dergipark.org.tr
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 …

Artificial intelligence-based camel face identification system for sustainable livestock farming

D Gerdan Koc, C Koc, HE Polat, A Koc - Neural Computing and …, 2024 - Springer
Artificial intelligence and machine learning have recently been applied to improve
agricultural and livestock applications. The precise estimation, recommendations, and …

Muzzle point pattern based techniques for individual cattle identification

S Kumar, SK Singh, AK Singh - IET Image Processing, 2017 - Wiley Online Library
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 …

Group sparse representation approach for recognition of cattle on muzzle point images

S Kumar, SK Singh, AI Abidi, D Datta… - International journal of …, 2018 - Springer
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 …