Enhanced Cascading Classifier Using Multi-Scale HOG for Pedestrian Detection from Aerial Images.
Daisuke SugimuraTakayuki FujimuraTakayuki HamamotoPublished in: Int. J. Pattern Recognit. Artif. Intell. (2016)
Keyphrases
- pedestrian detection
- aerial images
- histograms of oriented gradients
- multiscale
- human body
- cascade classifier
- object detection
- human detection
- aerial imagery
- local binary pattern
- benchmark datasets
- detection rate
- aerial image sequences
- tree crown
- feature set
- man made objects
- low altitude
- support vector machine
- training data
- training set
- feature space
- feature selection
- natural images
- image processing
- line segments
- edge detection
- detection method
- training samples
- support vector
- image matching
- three dimensional
- image segmentation
- keypoints