TGFuse: An Infrared and Visible Image Fusion Approach Based on Transformer and Generative Adversarial Network

TGFuse: An Infrared and Visible Image Fusion Approach Based on Transformer and Generative Adversarial Network

Information Science, Artificial Intelligence, Medicine, Medical Imaging,
infrared image   visible image   image fusion   transformer module   adversarial learning  

TGFuse: A Transformer and Generative Adversarial Network-Based Method for Infrared and Visible Image Fusion Background Introduction With the development of imaging devices and analysis methods, multimodal visual data is rapidly emerging, with many practical applications. In these applications, image fusion plays a significant role in helping the hu...

Advancing Hyperspectral and Multispectral Image Fusion: An Information-Aware Transformer-Based Unfolding Network

Advancing Hyperspectral and Multispectral Image Fusion: An Information-Aware Transformer-Based Unfolding Network

Information Science, Artificial Intelligence, Medicine, Medical Imaging,
hyperspectral imaging   image fusion   vision transformers   deep unfolding   frequency domain learning  

Information-aware Transformer Unfolding Network for Hyperspectral and Multispectral Image Fusion Background Introduction Hyperspectral images (HSIs) play a crucial role in remote sensing applications such as material identification, image classification, target detection, and environmental monitoring, due to their spectral information across multip...