Hierarchical Kinematic Probability Distributions for 3D Human Shape and Pose Estimation from Images in the Wild.
Akash SenguptaIgnas BudvytisRoberto CipollaPublished in: ICCV (2021)
Keyphrases
- pose estimation
- articulated pose
- feature points
- degrees of freedom
- pose parameters
- monocular images
- object recognition and pose estimation
- image based localization
- position and orientation
- problems in computer vision
- camera pose estimation
- rotation and translation
- depth images
- probability distribution
- pose recovery
- human body
- human pose estimation
- articulated model
- input image
- d objects
- articulated human pose estimation
- pictorial structure
- hand pose
- three dimensional
- pose estimates
- rigid body
- object recognition
- shape model
- inverse kinematics
- computer vision
- image features
- focal length
- machine learning
- upper body
- motion capture
- shape matching
- implicit polynomial
- body parts
- point correspondences
- human pose
- camera pose
- image sequences
- object shape