A New Method of Histogram Computation for Efficient Implementation of the HOG Algorithm.
Mariana-Eugenia IlasConstantin IlasPublished in: Comput. (2018)
Keyphrases
- efficient implementation
- dynamic programming
- high accuracy
- cost function
- significant improvement
- objective function
- preprocessing
- detection method
- computational cost
- segmentation method
- detection algorithm
- computational complexity
- segmentation algorithm
- optimization algorithm
- recognition algorithm
- k means
- matching algorithm
- active set
- single pass
- clustering method
- gray value
- parallel implementation
- hardware implementation
- nearest neighborhood
- optimal solution
- input data
- histogram analysis
- convergence rate
- image matching
- similarity measure
- expectation maximization
- previously computed
- probabilistic model
- object detection
- gray images
- simulated annealing
- linear programming