Fast Pedestrian Detection via Random Projection Features with Shape Prior.
Yun ZhaoZejian YuanDapeng ChenJie LyuTie LiuPublished in: WACV (2017)
Keyphrases
- pedestrian detection
- random projections
- human body
- shape prior
- histograms of oriented gradients
- object detection
- benchmark datasets
- shape model
- graph cuts
- dimensionality reduction
- image features
- active contours
- detection rate
- deformable models
- prior knowledge
- image segmentation
- feature vectors
- statistical models
- high dimensionality
- pose estimation
- global optimization
- random sampling
- energy function
- sparse representation
- level set
- co occurrence
- training set
- multiscale
- feature extraction