SIFT and SURF Performance Evaluation against Various Image Deformations on Benchmark Dataset.
Nabeel Younus KhanBrendan McCaneGeoff WyvillPublished in: DICTA (2011)
Keyphrases
- benchmark datasets
- image deformations
- local image descriptors
- affine transformation
- image matching
- scale invariant feature transform
- feature points
- feature descriptors
- image patches
- speeded up robust features
- point matching
- inter frame
- keypoints
- image representation
- affine invariant
- object recognition
- motion parameters
- invariant features
- sift descriptors
- image pairs
- shape context
- matching algorithm
- natural images
- image registration
- image transformations
- sparse representation
- point correspondences
- shape descriptors
- image features
- image sequences
- computer vision
- test images
- image classification
- image retrieval
- multiscale
- three dimensional