Gart: Gaussian articulated template models
Abstract We introduce Gaussian Articulated Template Model (GART) an explicit efficient and
expressive representation for non-rigid articulated subject capturing and rendering from …
expressive representation for non-rigid articulated subject capturing and rendering from …
Leaving flatland: Advances in 3D behavioral measurement
Animals move in three dimensions (3D). Thus, 3D measurement is necessary to report the
true kinematics of animal movement. Existing 3D measurement techniques draw on …
true kinematics of animal movement. Existing 3D measurement techniques draw on …
Barriers to computer vision applications in pig production facilities
Surveillance and analysis of behavior can be used to detect and characterize health
disruption and welfare status in animals. The accurate identification of changes in behavior …
disruption and welfare status in animals. The accurate identification of changes in behavior …
Three-dimensional surface motion capture of multiple freely moving pigs using MAMMAL
Understandings of the three-dimensional social behaviors of freely moving large-size
mammals are valuable for both agriculture and life science, yet challenging due to …
mammals are valuable for both agriculture and life science, yet challenging due to …
Is Markerless More or Less? Comparing a Smartphone Computer Vision Method for Equine Lameness Assessment to Multi-Camera Motion Capture
Simple Summary Lameness, an alteration of the gait due to pain or dysfunction of the
locomotor system, is the most common disease symptom in horses. Yet, it is difficult for …
locomotor system, is the most common disease symptom in horses. Yet, it is difficult for …
VAREN: Very Accurate and Realistic Equine Network
Data-driven three-dimensional parametric shape models of the human body have gained
enormous popularity both for the analysis of visual data and for the generation of synthetic …
enormous popularity both for the analysis of visual data and for the generation of synthetic …
Automated measurement of livestock body based on pose normalisation using statistical shape model
X Luo, Y Hu, Z Gao, H Guo, Y Su - Biosystems Engineering, 2023 - Elsevier
Highlights•A framework for automatic body measurement of livestock is
proposed.•Parametric model is introduced to improve the robustness of body …
proposed.•Parametric model is introduced to improve the robustness of body …
AWOL: Analysis WithOut Synthesis Using Language
Many classical parametric 3D shape models exist, but creating novel shapes with such
models requires expert knowledge of their parameters. For example, imagine creating a …
models requires expert knowledge of their parameters. For example, imagine creating a …
DigiDogs: Single-View 3D Pose Estimation of Dogs Using Synthetic Training Data
We propose an approach to automatically extract the 3D pose of dogs from single-view RGB
images using only synthetic data for training. Due to the lack of suitable 3D datasets …
images using only synthetic data for training. Due to the lack of suitable 3D datasets …
The Poses for Equine Research Dataset (PFERD)
C Li, Y Mellbin, J Krogager, S Polikovsky, M Holmberg… - Scientific Data, 2024 - nature.com
Studies of quadruped animal motion help us to identify diseases, understand behavior and
unravel the mechanics behind gaits in animals. The horse is likely the best-studied animal in …
unravel the mechanics behind gaits in animals. The horse is likely the best-studied animal in …