Deep convolutional representations and kernel extreme learning machines for image classification.
Xiaobin ZhuZhuangzi LiXiaoyu ZhangPeng LiZiyu XueLei WangPublished in: Multim. Tools Appl. (2019)
Keyphrases
- image classification
- extreme learning machines
- deep belief networks
- unsupervised feature learning
- sparse coding
- deep learning
- spatial pyramid
- image features
- bag of words
- higher order
- image representation
- unsupervised learning
- feature extraction
- visual features
- probabilistic model
- generative model
- kernel function
- feature space
- support vector
- svm classification
- spatial pyramid matching
- graph kernels
- sparse representation
- data sets
- kernel regression
- restricted boltzmann machine
- bag of features
- hierarchical models
- visual words
- dimensionality reduction
- multiscale
- computer vision
- machine learning
- kernel learning
- scene classification
- kernel matrix
- symbolic representation
- object recognition
- kernel methods
- higher level