ICIF: Image fusion via information clustering and image features.

ABSTRACT: Image fusion technology is employed to integrate images collected by utilizing different types of sensors into the same image to generate high-definition images and extract more comprehensive information. However, all available techniques derive the features of the images by utilizing each sensor separately, resulting in poorly correlated image features when different types of sensors are utilized during the fusion process. The fusion strategy to make up for the differences between features alone is an important reason for the poor clarity of fusion results. Therefore, this paper proposes a fusion method via information clustering and image features (ICIF). First, the weighted median filter algorithm is adopted in the spatial domain to realize the clustering of images, which uses the textu

SUBMITTER: Dong L 

PROVIDER: S-EPMC10396002 | biostudies-literature | 2023

REPOSITORIES: biostudies-literature