SALIC: Social Active Learning for Image Classification.
Elisavet ChatzilariSpiros NikolopoulosYiannis KompatsiarisJosef KittlerPublished in: IEEE Trans. Multim. (2016)
Keyphrases
- image classification
- active learning
- image representation
- social networks
- visual features
- bag of words
- image features
- social interaction
- social networking
- semi supervised
- learning strategies
- training examples
- social media
- feature extraction
- random sampling
- neural network
- experimental design
- learning algorithm
- visual words
- bag of features
- sparse coding
- class specific
- machine learning
- online learning
- supervised learning
- similarity measure
- social context
- social capital
- selective sampling
- crowd sourced
- active learning strategies
- virtual communities
- pool based active learning
- human behavior
- cost sensitive
- knowledge sharing
- multi label
- sparse representation
- text classification
- relevance feedback
- learning process
- training set
- object recognition