YDTR: Infrared and Visible Image Fusion via Y-Shape Dynamic Transformer

• Published in: IEEE transactions on multimedia Vol. 25; pp. 5413 - 5428
• Main Authors: Tang, Wei, He, Fazhi, Liu, Yu
• Format: Journal Article
• Language: English
• Published: Piscataway IEEE 2023; The Institute of Electrical and Electronics Engineers, Inc. (IEEE)
• Subjects: Computer vision; Dynamic transformer; Feature extraction; Image fusion; Image segmentation; infrared image; Infrared imagery; Roads; Task analysis; Thermal radiation; Training; Transformers; Y-shape network

Infrared and visible image fusion is aims to generate a composite image that can simultaneously describe the salient target in the infrared image and texture details in the visible image of the same scene. Since deep learning (DL) exhibits great feature extraction ability in computer vision tasks, i...