Research graph
References from MMBs_TransNeXt: a hierarchical adaptive feature learning model for pig behavior recognition in precision livestock farming. Local targets link to admitted publications; unresolved targets remain external evidence.
Describing behavior sequences of fattening pigs using process mining on video data and automated pig behavior recognition
10.3390/agriculture13081639 · 2023 · External reference
Integrating Artificial Intelligence in dairy farm management biometric facial recognition for cows
10.1016/j.inpa.2024.10.001 · 2025 · External reference
Deep learning based classification of sheep behaviour from accelerometer data with imbalance
10.1016/j.inpa.2022.04.001 · 2023 · External reference
Efficient detection method of pig-posture behavior based on multiple attention mechanism
10.1155/2022/1759542 · 2022 · External reference
Promote computer vision applications in pig farming scenarios: high-quality dataset, fundamental models, and comparable performance
10.1016/j.jia.2024.08.014 · 2024 · External reference
Detection of pig movement and aggression using deep learning approaches
10.3390/ani13193074 · 2023 · External reference
TSML: A new pig behavior recognition method based on two-stream mutual learning network
10.3390/s23115092 · 2023 · External reference
Sow and piglet behavior characterization using visual observation, sensor detection, and video recording
10.3390/app15063018 · 2025 · External reference
A review of video-based pig behavior recognition
10.1016/j.applanim.2020.105146 · 2020 · External reference
Automatic evaluation of cow's body-condition-score using 3D camera
10.1109/gcce.2017.8229435 · 2017 · External reference
AI-powered visual E-monitoring system for cattle health and wealth
10.1016/j.atech.2025.101300 · 2025 · External reference
novel low-cost visual ear tag based identification system for precision beef cattle livestock farming
10.1016/j.inpa.2022.10.003 · 2024 · External reference
Recognition and statistical method of cows rumination and eating behaviors based on Tensorflowjs
10.1016/j.inpa.2023.11.002 · 2024 · External reference
Multi-scale keypoints detection and motion features extraction in dairy cows using ResNet101-ASPP network
10.1016/j.jia.2024.07.023 · 2024 · External reference
spatiotemporal convolutional network for multi-behavior recognition of pigs
10.3390/s20082381 · 2020 · External reference
Enhancing the genomic prediction accuracy of swine agricultural economic traits using an expanded one-hot encoding in CNN models
10.1016/j.jia.2024.03.071 · 2024 · External reference
A hybrid attention-guided convnext-gru network for action recognition
10.1016/j.engappai.2024.108243 · 2024 · External reference
Deep learning algorithms to identify individual finishing pigs using 3D data
10.1016/j.biosystemseng.2025.104143 · 2025 · External reference
novel yolo lstm approach for enhanced human action recognition in video sequences
10.1038/s41598-025-01898-z · 2025 · External reference
Automated behavior recognition and tracking of group-housed pigs with an improved DeepSORT method
10.3390/agriculture12111907 · 2022 · External reference
Pig face recognition based on improved YOLOv4 lightweight neural network
10.1016/j.inpa.2023.03.004 · 2024 · External reference
An integrated gather-and-distribute mechanism and attention-enhanced deformable convolution model for pig behavior recognition
10.3390/ani14091316 · 2024 · External reference
An image is worth 16x16 words: transformers for image recognition at scale
10.48550/arxiv.2010.11929 · 2020 · External reference
10.1109/iccv48922.2021.00986
10.1109/iccv48922.2021.00986 · 2021 · External reference
Transformer-based audio-visual multimodal fusion for fine-grained recognition of individual sow nursing behaviour
10.1016/j.aiia.2025.03.006 · 2025 · External reference
lightweight pig aggressive behavior recognition model by effective integration of spatio-temporal features
10.3390/ani15081159 · 2025 · External reference
10.1109/cvpr52733.2024.01683
10.1109/cvpr52733.2024.01683 · 2024 · External reference
Time series classification based on convolutional network with a gated linear units kernel
10.1016/j.engappai.2023.106296 · 2023 · External reference
Recent advances in pig behavior detection based on information perception technology
10.1016/j.compag.2025.110327 · 2025 · External reference
Increasing the number of wooden beams from two to four increases the exploratory behaviour of finisher pigs
10.1016/j.applanim.2019.04.010 · 2019 · External reference
Mdt: A multiscale differencing transformer with sequence feature relationship mining for robust action recognition
10.1007/s10489-025-06861-z · 2025 · External reference
10.1109/cvpr52734.2025.02432
10.1109/cvpr52734.2025.02432 · 2025 · External reference
Multi-head self-attention mechanism-based global feature learning model for asd diagnosis
10.1016/j.bspc.2024.106090 · 2024 · External reference
EfficientViT: Memory efficient vision transformer with cascaded group attention
10.1109/cvpr52729.2023.01386 · 2023 · External reference
Evaluation of computer vision for detecting agonistic behavior of pigs in a single-space feeding stall through blocked cross-validation strategies
10.1016/j.compag.2022.107520 · 2023 · External reference
xLSTM: Extended long short-term memory
10.48550/arxiv.2405.04517 · 2024 · External reference
10.1109/cvpr52734.2025.01869
10.1109/cvpr52734.2025.01869 · 2025 · External reference
