A fully pipelined FPGA accelerator for scale invariant feature transform keypoint descriptor matching, .
Luka DaoudMuhammad Kamran LatifH. S. JacintoNader RaflaPublished in: CoRR (2020)
Keyphrases
- scale invariant feature transform
- keypoints
- image matching
- sift descriptors
- sift features
- field programmable gate array
- feature points
- object recognition
- feature matching
- feature descriptors
- feature detection
- speeded up robust features
- image descriptors
- hardware implementation
- bag of features
- image features
- scale space
- matching algorithm
- visual words
- discriminative power
- preprocessing
- depth images
- invariant features
- affine transformation
- parallel computing
- action recognition
- graph matching
- shape matching
- local binary pattern