Xuqiang Yin

Lameness detection of dairy cows based on the YOLOv3 deep learning algorithm and a relative step size characteristic vector

Dihua Wu, Qian Wu, Xuqiang Yin et al. · Biosystems Engineering · 2019 · 141 citations

Convolutional Neural Network, Image Classification, Machine Vision +12

FLYOLOv3 deep learning for key parts of dairy cow body detection

Bo Jiang, Qian Wu, Xuqiang Yin et al. · Computers and Electronics in Agriculture · 2019 · 107 citations

Image Classification, Convolutional Neural Network, Image Analysis +12

Using an EfficientNet-LSTM for the recognition of single Cow’s motion behaviours in a complicated environment

Xuqiang Yin, Dihua Wu, Yuying Shang et al. · Computers and Electronics in Agriculture · 2020 · 90 citations

Motion Detection, Machine Vision, Machine Learning +14

Detection of the respiratory rate of standing cows by combining the Deeplab V3+ semantic segmentation model with the phase-based video magnification algorithm

Dihua Wu, Xuqiang Yin, Bo Jiang et al. · Biosystems Engineering · 2020 · 49 citations

Animal Physiology, Image Classification, Image Analysis +14

Single-stream long-term optical flow convolution network for action recognition of lameness dairy cow

Bo Jiang, Xuqiang Yin, Huaibo Song · Computers and Electronics in Agriculture · 2020 · 45 citations

Image Analysis, Machine Vision, Engineering +10