Detect face in the wild using CNN cascade with feature aggregation at multi-resolution.
Jingjing DengXianghua XiePublished in: ICIP (2017)
Keyphrases
- multiresolution
- cascade classifier
- face detector
- wavelet transform
- detection method
- human faces
- cellular neural networks
- detection algorithm
- complex background
- rank aggregation
- automatic detection
- feature set
- image features
- histograms of oriented gradients
- gender recognition
- detecting faces
- multiscale
- feature vectors
- feature selection
- weak classifiers
- aggregation operators
- pedestrian detection
- hierarchical representation
- local binary pattern
- coarse to fine
- high resolution
- object recognition
- convolutional neural network