Hypothesize and Bound: A Computational Focus of Attention Mechanism for Simultaneous 3D Shape Reconstruction, Pose Estimation and Classification from a Single 2D Image.
Diego RotherSiddharth MahendranRené VidalPublished in: CoRR (2011)
Keyphrases
- pose estimation
- feature points
- position and orientation
- image classification
- pose parameters
- attention mechanism
- invariant recognition
- object recognition and pose estimation
- camera pose estimation
- computer vision
- depth images
- input image
- object pose
- d objects
- image features
- multiscale
- monocular images
- human body
- image retrieval
- feature extraction
- feature vectors
- image representation
- human pose estimation
- articulated model
- articulated human pose estimation
- image data
- low level
- image segmentation
- machine learning
- body parts
- training set
- feature space
- pose estimates
- point correspondences
- image regions
- camera pose
- pictorial structure
- image sequences
- image processing
- feature selection
- real time