Image Reconstruction via Manifold Constrained Convolutional Sparse Coding for Image Sets.
Linlin YangCe LiJungong HanChen ChenQixiang YeBaochang ZhangXianbin CaoWanquan LiuPublished in: IEEE J. Sel. Top. Signal Process. (2017)
Keyphrases
- sparse coding
- image reconstruction
- image set
- manifold structure
- dictionary learning
- natural images
- linear combination
- sparse representation
- image classification
- image representation
- unsupervised learning
- super resolution
- generative model
- feature space
- image patches
- subspace learning
- visual words
- image matching
- linear subspace
- high dimensional
- face images
- dimensionality reduction
- random projections
- multiscale
- low resolution
- data sets
- higher order
- small number
- pattern recognition
- machine learning