Graphics processing unit-accelerated multi-resolution exhaustive search algorithm for real-time keypoint descriptor matching in high-dimensional spaces.
Chi-Yi TsaiChih-Hung HuangAn-Hung TsaoPublished in: IET Comput. Vis. (2016)
Keyphrases
- keypoints
- graphics processing units
- real time
- graphics hardware
- search algorithm
- gpu implementation
- multiresolution
- feature descriptors
- general purpose
- sift descriptors
- image matching
- scale invariant feature transform
- parallel computing
- parallel processing
- object recognition
- processing speed
- parallel computation
- compute unified device architecture
- massively parallel
- integral histogram
- feature detection
- parallel implementation
- efficient implementation
- image features
- computing systems
- feature matching
- matching algorithm
- data processing
- multiscale
- computer vision
- parallel machines
- scheduling problem