Improving Open Source Face Detection by Combining an Adapted Cascade Classification Pipeline and Active Learning.
Steven PuttemansCan ErgunToon GoedeméPublished in: VISIGRAPP (5: VISAPP) (2017)
Keyphrases
- face detection
- boosted classifiers
- open source
- active learning
- face detector
- cascade classifier
- object detection
- detection rate
- detection accuracy
- viola jones
- convolutional neural network
- detection method
- skin color
- human faces
- machine learning
- haar features
- real time face detection
- face detection and recognition
- supervised learning
- human face detection
- face recognition
- decision trees
- facial images
- skin detection
- classification accuracy
- eye detection
- adaboost algorithm
- local binary pattern
- facial features
- support vector machine
- computer vision
- face verification
- weak classifiers
- face detection and tracking
- complex background
- face tracking
- detecting faces
- class labels
- feature vectors
- training set
- tracking in video sequences
- feature space
- support vector
- feature selection