Beibei Xu

Program Affiliations

Biological Systems Engineering

Education and Certificates

Ph.D.2022-Information Tecnology and Digital Agriculture, Chinese Academy of Agricultural Sciences

Fields of Interest

• Precision Agriculture
• UAV
• Deep learning
• Object detection
• Instance segmentation

Publications

• Beibei Xu, Wensheng Wang, Leifeng Guo, Guipeng Chen, Yaowu Wang, Yongfeng Li. 2022. CattleFaceNet: An adaptive cattle face identification approach based on RetinaFace and Additive Angular Margin Loss. Computers and Electronics in Agriculture,193:106675. https://doi.org/10.1016/j.compag.2021.106675
• Beibei Xu, Wensheng Wang, Greg Falzon, Paul Kwan, Leifeng Guo, Guipeng Chen, Amy Tait, Derek Schneider. 2020. Automated cattle counting using Mask R-CNN in quadcopter vision system. Computers and Electronics in Agriculture,171:105300. https://doi.org/10.1016/j.compag.2020.105300
• Beibei Xu, Wensheng Wang, Greg Falzon, Paul Kwan, Leifeng Guo, Zhiguo Sun, Chunlei Li. 2020. Livestock classification and counting in quadcopter aerial images using Mask R-CNN. International Journal of Remote Sensing, 41(21):8121-8142. https://doi.org/10.1080/01431161.2020.1734245
• Beibei Xu, Wensheng Wang, Leifeng Guo, Guipeng Chen, Yaowu Wang, Wenju Zhang, Yongfeng Li. 2021. Evaluation of deep learning for automatic multi-view face detection in cattle. Agriculture,11(11):1062. https://doi.org/10.3390/agriculture11111062
• Guipeng Chen, Chong Li, Yang Guo, Hang Shu, Zhen Cao, Beibei Xu*. 2022. Recognition of cattle’s feeding behaviors using noseband pressure sensor with machine learning. Frontiers in Veterinary Science, 9:822621. https://doi.org/10.3389/fvets.2022.822621