PCA-SVM for a Lightweight ASL Hand Gesture Image Recognition.
Aji Gautama PutradaNur AlamsyahMohamad Nurkamal FauzanDoan PerdanaPublished in: ICEEI (2023)
Keyphrases
- lightweight
- image recognition
- hand gestures
- american sign language
- hand gesture recognition
- face recognition
- svm classifier
- principal component analysis
- sign language
- human computer interaction
- gesture recognition
- support vector machine svm
- support vector
- image classification
- support vector machine
- feature space
- pattern recognition
- feature extraction
- feature selection
- recognition algorithm
- video camera
- hand shape
- face images
- feature vectors
- image processing
- hand postures
- knn
- hidden markov models
- training set
- color segmentation
- human hand
- computer vision