Fast and Efficient Pedestrian Detection via the Cascade Implementation of an Additive Kernel Support Vector Machine.
Jeonghyun BaekJisu KimEuntai KimPublished in: IEEE Trans. Intell. Transp. Syst. (2017)
Keyphrases
- pedestrian detection
- human body
- support vector machine
- histograms of oriented gradients
- histogram intersection kernel
- cascade classifier
- object detection
- support vector
- human detection
- multi class
- kernel methods
- benchmark datasets
- detection rate
- data sets
- kernel function
- occlusion handling
- training data
- machine learning
- feature vectors
- crowded scenes
- pairwise