A practical hardware design for the keypoint detection in the SIFT algorithm with a reduced memory requirement.
Eung Sup KimHyuk-Jae LeePublished in: ISCAS (2012)
Keyphrases
- memory requirements
- memory space
- computational complexity
- detection algorithm
- learning algorithm
- hardware design
- memory usage
- times faster
- computational speed
- hardware implementation
- np hard
- computational cost
- expectation maximization
- matching algorithm
- image matching
- object recognition
- objective function
- computer systems
- k means
- multi agent systems
- optimal solution
- image segmentation
- computer vision
- neural network