Pedestrian detection using HOG, LUV and optical flow as features with AdaBoost as classifier.
Rabia RaufAhmad Raza ShahidSheikh ZiauddinAsad Ali SafiPublished in: IPTA (2016)
Keyphrases
- pedestrian detection
- histograms of oriented gradients
- object detection
- cascade classifier
- human body
- haar wavelets
- human detection
- weak classifiers
- optical flow
- feature set
- benchmark datasets
- face detection
- detection rate
- multi class
- feature space
- adaboost algorithm
- training data
- svm classifier
- computer vision
- feature vectors
- object class
- support vector
- support vector machine
- weak learners
- adaboost classifier
- image features
- feature selection
- learning algorithm
- linear combination
- local binary pattern
- object recognition
- face detector
- decision trees
- computational cost
- histogram of oriented gradients
- false positives
- moving objects