a few-shot learning framework for multi-animal 3D pose estimation, identity recognition and social behaviour classification. We propose a continuous occlusion copy-and-paste algorithm (COCA) for data augmentation in SBeA, combined with a multiview camera, to achieve multi-animal 3D social pose esti...
Here we show a computational framework, the Social Behavior Atlas (SBeA) used to overcome the problem caused by the limited datasets. SBeA uses a much smaller number of labelled frames for multi-animal three-dimensional pose estimation, achieves label-free identification recognition and successfully...
In the code, we provide 3D support for multi-animal pose estimation (via multi-camera use), plus this multi-animal variant can be integrated with our real-time software, DeepLabCut-Live!28. Another important user input is at the stage of tracking, where users can input how many animals ...
3D Multi-Pigeon Pose Estimation and Tracking (3D-MuPPET) is a framework for multi-animal pose estimation and tracking for lab (left) and outdoor data (right). Left: estimated complex pose (beak, nose, left and right eye, left and right shoulder, top and bottom keel and tail) of pigeons...
Panda is a national animal of which country? China 3 76.8% Who came up with the theory of relativity? Albert Einstein 3 76.4% When was the first star wars film released? 1977 3 71.4% What is the most common blood type in sweden? A 7 70.6% Who is regarded as the founder of ps...
Institutional innovation creates smart institutions that idiosyncratically thrive in a world of exponential change. Through policy-driven interventions and
It is a sizable dataset of social interactions with numerous and various natural interactions. We use it as our source domain. 4. Method: Domain Adaptation for Multi-View Multi-Person 3D Pose Estimation In this section, we detail our proposed methodology for supervised multi-view multi-person ...
approaches, such as particle swarm optimization (PSO) [1], jellyfish search technique [2,3], Aquila optimization algorithm [4,5], hunter prey-based optimization [6,7], gorilla troops algorithm [8], and honey badger algorithm [9,10], have been inspired by swarming and animal group ...
Monitoring animal behaviour and environmental interactions using wireless sensor networks, GPS collars and satellite remote sensing. Sensors, 2009, 9: 3586–3603 64 McRoberts R E, Chen Q, Walters B F, et al. The effects of global positioning system receiver accuracy on airborne laser scanning-...
Multi-modal functional sensorless adaptive optics for small animal retinal imaging. In: European Conference on Biomedical Optics; 2023: Optica Publishing Group. Age-Related Eye Disease Study (AREDS). https://www.nei.nih.gov/research/clinical-trials/age-related-eye-disease-studies-aredsareds2. ...