Webcam classification using simple features.
Thitiporn PramounJeehyun ChoeHe LiQingshuang ChenThumrongrat AmornraksaYung-Hsiang LuEdward J. DelpPublished in: Computational Imaging (2015)
Keyphrases
- classification accuracy
- feature vectors
- feature set
- classification process
- classification models
- feature extraction
- pattern recognition
- feature space
- classification method
- benchmark datasets
- features extraction
- feature values
- svm classifier
- pattern classification
- feature subset
- extracted features
- feature analysis
- class labels
- feature selection
- machine learning approaches
- feature extraction and classification
- irrelevant features
- svm classification
- image features
- decision trees
- eeg signals
- image classification
- support vector machine
- model selection
- feature selection algorithms
- automatic classification
- support vector
- gender classification
- machine learning
- redundant features
- multiple classifiers
- decision tree classifiers
- feature weights
- category labels
- discriminative features
- multiple features
- feature representation
- classification scheme
- high dimensionality
- classification rules
- machine learning methods
- false positives
- supervised learning
- low level
- preprocessing
- training data