Can We Boost the Power of the Viola-Jones Face Detector Using Pre-processing? An Empirical Study.
Mahmoud AfifiMarwa NasserMostafa KorashyKatherine RohdeAly S. AbdelrahimPublished in: CoRR (2017)
Keyphrases
- viola jones
- face detector
- face detection
- object detection
- human faces
- detection method
- detection accuracy
- detection rate
- test set
- face tracking
- face recognition
- computer vision
- haar like features
- adaboost algorithm
- facial features
- feature extraction
- skin color
- object segmentation
- object class
- facial images
- weak classifiers
- machine learning
- object categories
- active appearance models
- complex background
- lighting conditions
- facial expressions