Title :
Metric for multimodal image sensor fusion
Author :
Cvejic, N. ; Bull, D.R. ; Canagarajah, C.N.
Author_Institution :
Dept. of Electr. & Electron. Eng., Univ. of Bristol
Abstract :
A novel objective non-reference metric for multimodal image sensor fusion is presented. Using the joint segmentation of the input images and entropy of the regions as the priority, an `ideal´ fused image is obtained. The metric is based on computing how accurately the important regions from the input images are transferred into the fused image. Experiments have shown that the obtained metric values correspond better to the subjective quality of the fused images than other state-of-the-art fusion metrics
Keywords :
image fusion; image segmentation; image sensors; fusion metrics; image segmentation; multimodal image sensor fusion; objective nonreference metric; subjective quality;
Journal_Title :
Electronics Letters
DOI :
10.1049/el:20073460