Local Binary Pattern features for pedestrian detection at night/dark environment.
Yunyun CaoSugiri PranataHirofumi NishimuraPublished in: ICIP (2011)
Keyphrases
- pedestrian detection
- local binary pattern
- histograms of oriented gradients
- human body
- texture classification
- benchmark datasets
- feature extraction
- object detection
- human detection
- feature vectors
- texture features
- feature descriptors
- multiscale
- spatial information
- feature set
- rotation invariant
- face recognition
- machine learning
- textural features
- image features
- texture analysis
- classification accuracy
- feature space
- histogram intersection kernel
- gabor filters
- infrared
- computer vision
- detection rate
- texture descriptors
- co occurrence
- computational cost