Vision-Based Hand Gesture Recognition Using PCA+Gabor Filters and SVM.
Deng-Yuan HuangWu-Chih HuSung-Hsiang ChangPublished in: IIH-MSP (2009)
Keyphrases
- gabor filters
- gabor features
- feature vectors
- feature extraction
- support vector machine svm
- principal component analysis
- dimension reduction methods
- svm classifier
- support vector
- texture segmentation
- support vector machine
- texture features
- texture analysis
- feature space
- gabor wavelets
- feature selection
- gabor filter bank
- face recognition
- palmprint
- linear discriminant analysis
- knn
- face images
- dimensionality reduction
- bank of gabor filters
- rotation invariant
- human computer interaction
- gabor filtering
- independent component analysis
- texture images
- filter responses
- image textures
- log gabor
- gray level
- training data
- machine learning
- kernel function
- data sets
- high dimensional
- texture feature extraction
- frequency domain
- classification accuracy
- object recognition
- pattern recognition
- image processing
- computer vision