Feature set reduction for image matching in large scale environments.
Nabeel Younus KhanBrendan McCaneSteven MillsPublished in: IVCNZ (2012)
Keyphrases
- image matching
- feature set
- feature reduction
- feature selection
- real world
- keypoints
- image pairs
- random forest
- feature space
- classification accuracy
- feature matching
- feature extraction
- affine transformation
- computer vision
- object recognition
- feature vectors
- texture features
- image retrieval
- object identification
- matching algorithm
- stereo matching
- image registration
- invariant features
- reduction method
- data sets
- feature representation
- selected features
- sift descriptors
- scene matching
- feature subset
- shape matching
- face recognition
- feature descriptors
- dimensionality reduction
- illumination variations
- image matching method
- feature extraction and selection