Classification of Facial Images to Assist in the Diagnosis of Autism Spectrum Disorder: A Study on the Effect of Face Detection and Landmark Identification Algorithms.
Gabriel C. MichelassiHenrique S. BortolettiTuany D. PinheiroThiago NobayashiFabio R. D. de BarrosRafael Luiz TestaAndréia F. SilvaMirian C. ReversJoana PortoleseHélio PedriniHelena Paula BrentaniFátima L. S. NunesAriane Machado-LimaPublished in: BRACIS (2) (2023)
Keyphrases
- face detection
- facial images
- human faces
- gender classification
- facial landmarks
- object detection
- face recognition
- detection rate
- facial features
- machine learning methods
- detection method
- face databases
- xm vts
- adaboost algorithm
- complex background
- face verification
- image database
- decision trees
- skin color
- feature vectors
- machine learning
- facial feature extraction
- three dimensional
- face images
- eye detection
- face detector
- feature extraction
- active appearance models
- support vector machine
- feature space
- facial expression recognition
- cost sensitive
- local binary pattern
- image data
- knn
- face alignment
- frontal face
- computer vision
- facial expressions
- training samples