PruneFaceDet: Pruning lightweight face detection network by sparsity training.
Nanfei JiangZhexiao XiongHui TianXu ZhaoXiaojie DuChaoyang ZhaoJinqiao WangPublished in: Cogn. Comput. Syst. (2022)
Keyphrases
- lightweight
- face detection
- communication infrastructure
- boosted classifiers
- object detection
- wireless sensor networks
- detection method
- detection rate
- human faces
- dos attacks
- detection accuracy
- facial features
- eye detection
- skin color
- face detection and recognition
- real time face detection
- computer vision
- human face detection
- robust face detection
- face recognition
- detecting faces
- facial images
- adaboost algorithm
- skin detection
- face verification
- complex background
- training samples
- landmark localization
- face detector
- viola jones
- training set
- communication networks
- training examples
- test set
- rfid tags
- training process
- image sequences
- learning algorithm
- skin color segmentation
- tracking in video sequences
- high dimensional
- supervised learning
- frontal face
- haar like features
- face tracking
- lighting conditions