Figure 1
From: Dual-branch feature encoding framework for infrared images super-resolution reconstruction

The framework of the proposed DBFE. We employ the pre-trained VGG19 as a muti-scale features extractor to acquire features at different levels. Structure-contextual encoder is a plug-and-play module that we propose mainly for obtaining structure and contextual features information at different hierarchical multi-levels.