Pedestrian detection in infrared images using HOG, LBP, gradient magnitude and intensity feature channels.
Raluca BreharSergiu NedevschiPublished in: ITSC (2014)
Keyphrases
- histograms of oriented gradients
- pedestrian detection
- gradient magnitude
- infrared images
- pedestrian tracking
- human body
- human detection
- object detection
- infrared
- grey level
- scale space
- edge detection
- detection rate
- infrared imagery
- edge detector
- local binary pattern
- benchmark datasets
- image gradient
- watershed segmentation
- image fusion
- face detection
- machine learning
- multiscale
- co occurrence
- image features
- face recognition
- false positives
- object recognition
- high resolution
- feature descriptors
- texture analysis
- spatial information