LoCUS: Learning Multiscale 3D-consistent Features from Posed Images.
Dominik A. KloepferDylan CampbellJoão F. HenriquesPublished in: CoRR (2023)
Keyphrases
- image features
- multiscale
- visual object recognition
- three dimensional
- input image
- learning process
- image database
- extracting features
- feature representations
- original images
- edge detection
- reinforcement learning
- object recognition
- ground truth
- salient features
- segmentation algorithm
- image classification
- image matching
- image data
- feature matching
- prior knowledge
- image retrieval
- image analysis
- test images
- feature representation
- image regions
- keypoints
- visual appearance
- segmentation method
- feature set
- learning algorithm
- feature space
- low level
- image processing
- laplacian pyramid
- image segmentation
- face recognition
- feature extraction
- feature vectors
- invariant features
- active learning
- feature descriptors
- gabor filters
- image registration
- natural images