Radar Based Pedestrian Detection using Support Vector Machine and the Micro Doppler Effect.
Joao Victor Bruneti SeverinoAlessandro ZimmerLeandro dos Santos CoelhoRoberto Zanetti FreirePublished in: ESANN (2018)
Keyphrases
- pedestrian detection
- support vector machine
- human body
- object detection
- radar signal
- signal processing
- human detection
- benchmark datasets
- histogram intersection kernel
- crowded scenes
- histograms of oriented gradients
- detection rate
- occlusion handling
- svm classifier
- pedestrian tracking
- received signal
- sar imaging
- multi class
- support vector
- training data
- decision trees
- feature vectors
- computational complexity
- multiscale
- pedestrian detector