Holistic Dynamic Frequency Transformer for Image Fusion and Exposure Correction

no code implementations • 3 Sep 2023 • Xiaoke Shang, Gehui Li, Zhiying Jiang, Shaomin Zhang, Nai Ding, JinYuan Liu

The correction of exposure-related issues is a pivotal component in enhancing the quality of images, offering substantial implications for various computer vision tasks.

Benchmarking Image Restoration

Fearless Luminance Adaptation: A Macro-Micro-Hierarchical Transformer for Exposure Correction

no code implementations • 2 Sep 2023 • Gehui Li, JinYuan Liu, Long Ma, Zhiying Jiang, Xin Fan, Risheng Liu

To overcome these limitations, we propose a Macro-Micro-Hierarchical transformer, which consists of a macro attention to capture long-range dependencies, a micro attention to extract local features, and a hierarchical structure for coarse-to-fine correction.

Face Recognition Semantic Segmentation