High-dimensional multimedia classification using deep CNN and extended residual units.
Pourya ShamsolmoaliDeepak Kumar JainMasoumeh ZareapoorJie YangMohd. Afshar AlamPublished in: Multim. Tools Appl. (2019)
Keyphrases
- multimedia
- high dimensional
- pattern recognition
- feature space
- classification method
- machine learning
- feature extraction
- high dimensionality
- classification accuracy
- classification scheme
- automatic classification
- dimension reduction
- pattern classification
- training samples
- data points
- multimedia databases
- classification models
- similarity search
- small sample size
- low dimensional
- support vector machine
- training set
- video data
- high dimensional data
- text classification
- multimedia data
- image classification
- nearest neighbor
- preprocessing
- support vector
- e learning
- sparse data
- deep learning
- data sets