Journal of Systems Engineering and Electronics ›› 2010, Vol. 32 ›› Issue (7): 1389-1393.doi: 10.3969/j.issn.1001506X.2010.07.009

• 电子技术 • 上一篇    下一篇

基于NSCT和IHS变换域的灰度可见光与红外图像融合方法

孔韦韦, 雷英杰, 雷阳, 倪学亮   

  1. (空军工程大学导弹学院, 陕西 三原 713800)
  • 出版日期:2010-07-20 发布日期:2010-01-03

Fusion technique for grayscale visible light and infrared images based on NSCT and IHS transform

KONG Weiwei, LEI Yingjie, LEI Yang, NI Xueliang   

  1. (Missile Inst., Air Force Engineering Univ., Sanyuan 713800, China)
  • Online:2010-07-20 Published:2010-01-03

摘要:

针对灰度可见光与红外图像的融合问题,提出了一种基于非下采样轮廓波变换(nonsubsampled contourlet transform, NSCT)和IHS变换域的自适应融合方法。该方法利用IHS变换域的有效分离图像亮度信息和光谱信息的优势,对灰度可见光图像进行彩色传递并得到亮度、色调、饱合度(intensity hue saturation, IHS)三个分量的值;然后通过NSCT变换分别对可见光图像的I分量和红外图像进行多尺度和多方向分解,并采用一定的融合规则得到融合图像的低频分量和高频分量,而后进行NSCT逆变换得到灰度融合图像并将其作为最终融合图像的I分量,最后进行IHS逆变换得到红绿蓝(redgreenblue, RGB)彩色融合图像。理论分析和仿真实验验证了该算法的有效性。

Abstract:

With regard to the fusion problem of grayscale visible light and infrared images, an adaptive fusion technique based on nonsubsampled contourlet transform (NSCT) and intensity hue saturation (IHS) transform is presented. With the help of the advantages of IHS transform, which can separate the intensity information from the spectrum information in the image, the color transfer approach is conducted to colorize the grayscale visible light image and the three component values of I, H and S can be gained. Multiscale and multidirection decomposition of the grayscale visible light image’s intensity component and infrared image are performed by NSCT. By adopting certain fusion rules, the lowfrequency and highfrequency components of the fusion image can be gained, besides, being the intensity component of the final fusion image, the grayscale fusion image can be also got by use of the inverse NSCT. Finally, the redgreenblue (RGB) colorized fusion image is reconstructed by the inverse IHS. The theory analysis and simulation examples show that the technique is effective.