High Performance Real-Time Pedestrian Detection Using Light Weight Features and Fast Cascaded Kernel SVM Classification.
Muhammad BilalShehzad Muhammad HanifPublished in: J. Signal Process. Syst. (2019)
Keyphrases
- svm classification
- lightweight
- pedestrian detection
- kernel function
- human body
- support vector machine
- support vector machine svm
- classification accuracy
- support vector
- svm classifier
- histograms of oriented gradients
- histogram intersection kernel
- object detection
- feature extraction
- benchmark datasets
- classification method
- feature vectors
- human detection
- multiclass classification
- feature space
- machine learning
- support vectors
- cross validation
- data sets
- feature set
- wireless sensor networks
- image features
- small number
- image classification