FPGA-based Implementation of HOG Algorithm: Techniques and Challenges.
Sina GhaffariParastoo SoleimaniKin Fun LiDavid W. CapsonPublished in: PACRIM (2019)
Keyphrases
- hardware implementation
- dynamic programming
- learning algorithm
- matching algorithm
- parallel implementation
- k means
- objective function
- recognition algorithm
- preprocessing
- optimization algorithm
- significant improvement
- experimental evaluation
- real world
- image processing algorithms
- image matching
- segmentation algorithm
- search space
- lower bound
- computer vision
- data sets
- probabilistic model
- object detection
- worst case
- high accuracy
- expectation maximization
- computationally efficient
- theoretical analysis
- np hard
- computational complexity
- optimal solution
- improved algorithm
- similarity measure