Biological modeling of human visual system for object recognition using GLoP filters and sparse coding on multi-manifolds.
Limiao DengYanjiang WangBao-Di LiuWeifeng LiuYujuan QiPublished in: Mach. Vis. Appl. (2018)
Keyphrases
- human visual system
- sparse coding
- dictionary learning
- visual quality
- sparse representation
- natural images
- image quality
- image classification
- natural image statistics
- linear combination
- visual information
- generative model
- high dimensional
- human vision
- feature space
- image representation
- unsupervised learning
- image quality assessment
- reconstruction error
- image patches
- manifold learning
- saliency map
- multiscale
- low dimensional
- high frequency