Visualization of high dimensional image features for classification.
Marissa DotterKatie RaineyDonald E. WaagenPublished in: AIPR (2016)
Keyphrases
- high dimensional
- image features
- feature vectors
- image classification
- pattern recognition
- feature space
- classification accuracy
- high dimensionality
- automatic classification
- decision trees
- support vector
- pattern classification
- classification algorithm
- machine learning algorithms
- text classification
- low dimensional
- machine learning methods
- dimension reduction
- machine learning
- data visualization
- classification scheme
- classification method
- learning algorithm
- keypoints
- data analysis
- computer vision
- benchmark datasets
- training samples
- multi dimensional
- dimensionality reduction
- training set
- preprocessing
- cost sensitive
- multiscale
- classification process