Animal Pose Estimation
8개 벤치마크 · 논문 50편 · 이 태스크의 논문 보기 →
Benchmarks
AP-10K
Horse-10
TriMouse-161
Fish-100
Marmoset-8K
StanfordExtra
Animal-Pose Dataset
Animal3D
Most implemented
AP-10K: A Benchmark for Animal Pose Estimation in the Wild
APT-36K: A Large-scale Benchmark for Animal Pose Estimation and Tracking
SuperAnimal pretrained pose estimation models for behavioral analysis
Continuous Surface Embeddings
Animal Avatars: Reconstructing Animatable 3D Animals from Casual Videos
A Graph-Based Approach for Category-Agnostic Pose Estimation
Papers
An uncertainty-aware framework for data-efficient multi-view animal pose estimation
Multi-view pose estimation is essential for quantifying animal behavior in scientific research, yet current methods struggle to achieve accurate tracking with limited labeled data and suffer from poor uncertainty estimat…
Animal Pose EstimationDiffPose-Animal: A Language-Conditioned Diffusion Framework for Animal Pose Estimation
Animal pose estimation is a fundamental task in computer vision, with growing importance in ecological monitoring, behavioral analysis, and intelligent livestock management. Compared to human pose estimation, animal pose…
Animal Pose EstimationMBE-ARI: A Multimodal Dataset Mapping Bi-directional Engagement in Animal-Robot Interaction
Animal-robot interaction (ARI) remains an unexplored challenge in robotics, as robots struggle to interpret the complex, multimodal communication cues of animals, such as body language, movement, and vocalizations. Unlik…
Animal Pose EstimationPose EstimationProbabilistic Prompt Distribution Learning for Animal Pose Estimation
Multi-species animal pose estimation has emerged as a challenging yet critical task, hindered by substantial visual diversity and uncertainty. This paper challenges the problem by efficient prompt learning for Vision-Lan…
Animal Pose EstimationDiversityPose EstimationPrompt LearningConsistent multi-animal pose estimation in cattle using dynamic Kalman filter based tracking
Over the past decade, studying animal behaviour with the help of computer vision has become more popular. Replacing human observers by computer vision lowers the cost of data collection and therefore allows to collect mo…
Animal Pose EstimationPose EstimationLearning Structure-Supporting Dependencies via Keypoint Interactive Transformer for General Mammal Pose Estimation
General mammal pose estimation is an important and challenging task in computer vision, which is essential for understanding mammal behaviour in real-world applications. However, existing studies are at their preliminary…
Animal Pose EstimationPose Estimation