What You Expect is NOT What You Get! Questioning Reconstruction/Classification Correlation of Stacked Convolutional Auto-Encoder Features.
Michele AlbertiMathias SeuretRolf IngoldMarcus LiwickiPublished in: CoRR (2017)
Keyphrases
- feature vectors
- feature extraction
- classification models
- classification method
- feature set
- feature space
- classification accuracy
- classification process
- feature values
- pattern recognition
- svm classifier
- benchmark datasets
- extracting features
- extracted features
- feature analysis
- feature selection algorithms
- decision trees
- feature selection
- feature representation
- textural features
- features extraction
- high dimensionality
- rate distortion
- class labels
- support vector machine svm
- image features
- gabor filters
- classification algorithm
- transform domain
- text classification
- dimensionality reduction
- compressive sensing
- motion estimation
- deep learning
- training set
- machine learning