Algorithmic optimisation of histogram intersection kernel support vector machine-based pedestrian detection using low complexity features.
Muhammad BilalPublished in: IET Comput. Vis. (2017)
Keyphrases
- low complexity
- histogram intersection kernel
- pedestrian detection
- feature vectors
- human body
- histograms of oriented gradients
- benchmark datasets
- privileged information
- motion estimation
- object detection
- lower complexity
- computational complexity
- human detection
- distributed video coding
- similarity measure
- support vector machine
- detection rate
- machine learning
- feature extraction
- data sets
- co occurrence
- multiresolution
- feature space
- image sequences