Research of Multi-sensor Images Based on Color Fusion Methods

Abstract

With the development of image sensor technology, multi-sensor image fusion technology emerged and was widely used in the field of military surveillance, medical diagnosis, remote sensing, intelligent robot and so on. However, the current image fusion technology mainly focuses on the research of gray images, the color image fusion is rarely. Because color image contains more information compared with gray image, the research on color image fusion technology is becoming more and more urgent. In this paper, the realization of several typical color image fusion algorithms were discussed, the principle and their respective advantages and disadvantages were analyzed. Secondly, according to the different characteristics of visible image and infrared image, this paper proposes a color image fusion algorithm based on Curve let transform, this algorithm will combine visible image, infrared image with its negative respectively fusion, color mapping rules are in couple with the human visual characteristics. Experiments show that color fusion images obtained are richer in color, they contains more details and recognize easily

Robust Pedestrian Detection Based on Multi-Spectral Image Fusion and Convolutional Neural Networks

“…Ycbcr-based methods convert the visible image fr The majority of the existing color image fusion methods are based on color space transformation. The most common color spaces in the field of image processing include RGB, LAB [43], Ycbcr [44,45], and HSI [46,47]. These methods usually transform the RGB visible image into another color space to obtain different image components and then fuse one of the image components with the infrared image.…”

Research on fusion technology based on low-light visible image and infrared image

“…1 Image fusion technology has been applied in various fields, such as remote sensing, 2 medical diagnosis, 3,4 face recognition, 5 target detection, 6,7 and art analysis. 8 Fusion technology of infrared and visible images is an important branch in the image fusion field.…”