A multiple kernel learning approach to multi-modal pedestrian classification.
Marco San-BiagioAydin UlasMarco CroccoMarco CristaniUmberto CastellaniVittorio MurinoPublished in: ICPR (2012)
Keyphrases
- multi modal
- multiple kernel learning
- kernel learning
- linear combination
- feature selection
- single modality
- kernel methods
- classification accuracy
- learning problems
- support vector machine svm
- semantic concepts
- support vector machine
- high dimensional
- text classification
- semi supervised learning
- cost sensitive
- machine learning
- decision trees
- binary classification
- kernel function
- support vector
- class labels
- machine learning algorithms
- classification models
- class imbalance
- support vectors
- pairwise
- multimedia
- dimensionality reduction