Advancing face detection efficiency: Utilizing classification networks for lowering false positive incidences.
Jianlin ZhangChen HouXu YangXuechao YangWencheng YangHui CuiPublished in: Array (2024)
Keyphrases
- face detection
- detection rate
- false positives
- false negative
- false positive rate
- convolutional neural network
- true positive
- high detection rate
- detection accuracy
- object detection
- human faces
- low false positive rate
- detection method
- face recognition
- boosted classifiers
- decision trees
- face detector
- skin color
- machine learning
- detection algorithm
- skin detection
- face detection and recognition
- classification accuracy
- human face detection
- real time face detection
- adaboost algorithm
- face verification
- feature extraction
- robust face detection
- computational complexity
- facial features
- viola jones
- detecting faces
- skin color detection
- haar like features
- facial images
- class labels
- benchmark datasets
- supervised learning
- feature vectors
- training set
- feature space
- support vector
- video sequences
- computer vision
- learning algorithm