A Joint Intensity and Depth Co-sparse Analysis Model for Depth Map Super-resolution
A Joint Intensity and Depth Co-sparse Analysis Model for Depth Map Super-resolution
High-resolution depth maps can be inferred from low-resolution depth measurements and an additional high-resolution intensity image of the same scene. To that end, we introduce a bimodal co-sparse analysis model, which is able to capture the interdependency of registered intensity and depth information. This model is based on the assumption …