Probabilistic ISC for matching images of objects having individual difference.
Takeshi MitaToshimitsu KanekoOsamu HoriPublished in: Systems and Computers in Japan (2007)
Keyphrases
- individual objects
- image matching
- three dimensional
- keypoints
- matching process
- multiple objects
- feature points
- visual appearance
- image set
- image features
- image database
- image data
- input image
- real world objects
- viewing angle
- ground truth
- image analysis
- image classification
- complex scenes
- objects represented
- feature matching
- image regions
- image pixels
- real world scenes
- multiple images
- normalized correlation
- real objects
- images depicting
- image retrieval
- test images
- edge detection
- generative model
- point features
- detecting objects
- matching scheme
- bayesian networks
- geometric constraints
- bounding box
- image collections
- spatial information
- image registration
- object recognition
- sift descriptors
- complex background
- image correspondences
- object segmentation
- partial occlusion
- spatial relationships
- matching algorithm
- segmentation method
- scale invariant features