Search Results for author:
Found 3 papers, 2 papers with code
Deep Unfolding Tensor Rank Minimization With Generalized Detail Injection for Pansharpening
Finally, the iterative algorithm is unfolded into a multistage deep network, in which the optimization variables are solved by closed-form solutions and a data-driven regularizer in each stage.
Deep Unrolled Low-Rank Tensor Completion for High Dynamic Range Imaging
In this paper, we propose an algorithm unrolling approach to ghost-free HDR image synthesis algorithm that unrolls an iterative low-rank tensor completion algorithm into deep neural networks to take advantage of the merits of both learning- and model-based approaches while overcoming their weaknesses.
NTIRE 2022 Challenge on High Dynamic Range Imaging: Methods and Results
The challenge is composed of two tracks with an emphasis on fidelity and complexity constraints: In Track 1, participants are asked to optimize objective fidelity scores while imposing a low-complexity constraint (i. e. solutions can not exceed a given number of operations).
