Pedestrian detection from thermal images with a scattered difference of directional gradients feature descriptor.
Bin QiVijay JohnZheng LiuSeiichi MitaPublished in: ITSC (2014)
Keyphrases
- pedestrian detection
- feature descriptors
- thermal images
- histograms of oriented gradients
- human body
- human detection
- local binary pattern
- face recognition
- object detection
- infrared
- feature points
- image matching
- shape descriptors
- image features
- detection rate
- shape features
- texture classification
- benchmark datasets
- visible spectrum
- distance metric
- multiscale
- image analysis
- pairwise
- decision trees
- high quality
- face detection
- feature extraction