Journal of Visual Communication and Image Representation 2020 : Special Issue on Deep Low-Rank and Sparse Analytics for Robust Visual Intelligence

The topics of interest include, but are not limited to:

• Survey/vision/review of sparse/low-rank visual analytics
• Deep/multi-layer sparse coding or low-rank coding
• Relations between sparse/low-rank coding and deep learning
• Deep representation learning
• Deep sparse or low-rank coding neural network
• Convolutional sparse/low-rank coding
• Robust sparse/low-rank subspace discovery
• Theory and optimization for deep representation learning
• Applications to robust image processing (e.g., restoration and de-noising) and recognition