An Embedded Cascade SVM Approach for face detection in the IoT Edge Layer.
Aleksa DamljanovicJosé Manuel Lanza-GutiérrezPublished in: IECON (2018)
Keyphrases
- face detection
- cascade classifier
- face detector
- boosted classifiers
- adaboost algorithm
- viola jones
- haar features
- object detection
- support vector machine svm
- support vector
- detection rate
- detection accuracy
- detection method
- skin color
- human faces
- support vector machine
- multi class
- face detection and recognition
- face recognition
- facial features
- eye detection
- face verification
- facial images
- edge detection
- knn
- real time face detection
- human face detection
- robust face detection
- computer vision
- training data
- object detectors
- skin detection
- haar like features
- svm classifier
- complex background
- machine learning
- feature selection
- face tracking
- local binary pattern
- feature vectors
- face detection and tracking
- feature space
- edge information
- detecting faces
- pedestrian detection
- tracking in video sequences
- feature extraction
- binary classification