Towards Robustness and Efficiency of Coherence-Guided Complex Convolutional Sparse Coding for Interferometric Phase Restoration.
Xiang DingJian KangYusong BaiAnping ZhangJialin LiuNaoto YokoyaPublished in: IEEE Trans. Computational Imaging (2024)
Keyphrases
- sparse coding
- natural images
- dictionary learning
- sparse representation
- image classification
- linear combination
- image representation
- discriminative power
- unsupervised learning
- generative model
- sparse codes
- single image super resolution
- image patches
- feature space
- prior knowledge
- object category recognition
- visual words
- image reconstruction
- image processing
- high dimensional
- image restoration
- deep belief networks
- deep learning
- object recognition
- multiscale
- high quality