Efficient face detection based crowd density estimation using convolutional neural networks and an improved sliding window strategy.
Rouhollah Kian AraAndrzej MatiolanskiMichal GregaAndrzej DziechRemigiusz BaranPublished in: Int. J. Appl. Math. Comput. Sci. (2023)
Keyphrases
- face detection
- sliding window
- data streams
- detection accuracy
- convolutional neural networks
- detection rate
- detection method
- limited memory
- object detection
- boyer moore
- fixed size
- skin color
- face detection and recognition
- human faces
- face detector
- integral image
- face verification
- facial features
- human face detection
- face recognition
- computer vision
- window size
- skin color segmentation
- detecting faces
- viola jones
- data sets
- eye detection
- skin color detection
- adaboost algorithm
- facial images
- stream data
- pattern matching
- multiscale
- robust face detection
- machine learning
- skin detection
- local binary pattern
- face detection and tracking
- tracking in video sequences
- real time face detection
- feature extraction