ArticleIEEE transactions on image processing : a publication of the IEEE Signal Processing Society2019
Three-Dimensional Pose Estimation for Laboratory Mouse From Monocular Images.
Article in IEEE transactions on image processing : a publication of the IEEE Signal Processing Society, 2019. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 8 papers.
What it found
Each row is one number read from the abstract, on the scale the paper reported it, with its interval. Left of the dashed line favours the treatment, right favours the comparator. Under each row is the sentence it came from. New to these charts? A ten-minute tutorial.
The abstract states no effect estimate the extractor could read, or names no intervention and outcome on the map, so this paper lights no cell and moves no belief. It is still indexed, cited and linked below.
The trial behind it
Trials whose registry record cites this paper, or whose number appears in the abstract. A trial that started after this paper was published is citing it as background, not reporting it.
Neither the registry nor the abstract names a trial number. If this is a trial report, that itself is worth knowing.
Who cites it
8 citing papers in PubMed.
- PBC-Transformer: Interpreting Poultry Behavior Classification Using Image Caption Generation Techniques.Animals : an open access journal from MDPI · 2025Article
- InteBOMB: Integrating generic object tracking and segmentation with pose estimation for animal behavior analysis.Zoological research · 2025Article
- Effective identification of Alzheimer's disease in mouse models via deep learning and motion analysis.Heliyon · 2024Article
- A Survey on AI-Driven Mouse Behavior Analysis Applications and Solutions.Bioengineering (Basel, Switzerland) · 2024Review
- 3D mouse pose from single-view video and a new dataset.Scientific reports · 2023Article
- An Infrared Touch System for Automatic Behavior Monitoring.Neuroscience bulletin · 2021Article
- Digital video recorder for Raspberry PI cameras with multi-camera synchronous acquisition.HardwareX · 2020Article
- Rodent Arena Tracker (RAT): A Machine Vision Rodent Tracking Camera and Closed Loop Control System.eNeuroArticle
Corrections and comments
PubMed lists nothing against this paper. Absence here is not a guarantee, only a check that was made.
Authors and funding
5 authors.
Funding
Abstract
Video-based activity and behavior analysis of mice has garnered wide attention in biomedical research. Animal facilities hold large numbers of mice housed in "home-cages" densely stored within ventilated racks. Automated analysis of mice activity in their home-cages can provide a new set of sensitive measures for detecting abnormalities and time-resolved deviation from the baseline behavior. Large-scale monitoring in animal facilities requires minimal footprint hardware that integrates seamlessly with the ventilated racks. The compactness of hardware imposes the use of fisheye lenses positioned in close proximity to the cage. In this paper, we propose a systematic approach to accurately estimate the 3D pose of the mouse from single-monocular fisheye-distorted images. Our approach employs a novel adaptation of a structured forest algorithm. We benchmark our algorithm against existing methods. We demonstrate the utility of the pose estimates in predicting mouse behavior in a continuous video.
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What OpenQuestion holds
Registered trials
Read under generation 80e0d062 · epoch 390. Bibliography from PubMed, PubMed Central and OpenAlex; grants from NIH RePORTER; trial links from ClinicalTrials.gov; estimates, votes and beliefs from the OpenQuestion graph.