杭州电子科技大学电子信息学院
纸质出版:2024
移动端阅览
吴阳阳, 李旭, 张鹏泉. 基于HMSD和改进的显著性检测的图像融合[J]. 传感器与微系统, 2024,(1):145-147+152.
吴阳阳, 李旭, 张鹏泉. 基于HMSD和改进的显著性检测的图像融合[J]. 传感器与微系统, 2024,(1):145-147+152. DOI: 10.13873/J.1000-9787(2024)01-0145-03.
针对由于可见光与红外图像的特点不同,使得融合图像中会存在目标不突出、对比度低、伪影多的问题,提出了一种基于混合多尺度分解和改进的显著性检测的红外与可见光图像融合方法。利用梯度引导滤波器的边缘保持特性和高斯滤波器的平滑特性将红外和可见光分解为不同特征的层次。对不同层次的图像采用不同的融合策略,针对基层,使用一种改进的显著性检测进行融合。结合各层融合的子图像来重构的融合图像具有突出目标和清晰背景。实验结果表明:所提出的方法与其他经典融合算法相比,融合质量更高、视觉效果更好。
Xin Jin,Qian Jiang,Shaowen Yao,Dongming Zhou,Rencan Nie,Jinjin Hai,Kangjian He.A survey of infrared and visual image fusion methods[J].Infrared Physics and Technology,2017.
Jinlei Ma,Zhiqiang Zhou,Bo Wang,Hua Zong.Infrared and visible image fusion based on visual saliency map and weighted least square optimization[J].Infrared Physics and Technology,2017.
Yujia Zuo,Jinghong Liu,Guanbing Bai,Xuan Wang,Mingchao Sun,Cheng Wang,Julian Smit,Ayman F. Habib,Michael Ying Yang.Airborne Infrared and Visible Image Fusion Combined with Region Segmentation[J].Sensors,2017.
Shutao Li,Xudong Kang,Leyuan Fang,Jianwen Hu,Haitao Yin.Pixel-level image fusion: A survey of the state of the art[J].Information Fusion,2017.
Zhiqiang Zhou,Bo Wang,Sun Li,Mingjie Dong.Perceptual fusion of infrared and visible images through a hybrid multi-scale decomposition with Gaussian and bilateral filters[J].Information Fusion,2016.
Kou Fei,Chen Weihai,Wen Changyun,Li Zhengguo.Gradient Domain Guided Image Filtering.[J].IEEE transactions on image processing : a publication of the IEEE Signal Processing Society,2015.
B. K. Shreyamsha Kumar.Image fusion based on pixel significance using cross bilateral filter[J].Signal, Image and Video Processing,2015.
Cheng Ming-Ming,Mitra Niloy J,Huang Xiaolei,Torr Philip H S,Hu Shi-Min.Global Contrast Based Salient Region Detection.[J].IEEE transactions on pattern analysis and machine intelligence,2015.
He Kaiming,Sun Jian,Tang Xiaoou.Guided image filtering.[J].IEEE transactions on pattern analysis and machine intelligence,2013.
V.P.S. Naidu.Image Fusion Technique using Multi-resolution Singular Value Decomposition[J].Defence science journal,2011.
da Cunha Arthur L,Zhou Jianping,Do Minh N.The nonsubsampled contourlet transform: theory, design, and applications.[J].IEEE transactions on image processing : a publication of the IEEE Signal Processing Society,2006.
刘斌,董迪,陈俊霖.基于方向性对比度金字塔的图像融合方法[J].量子电子学报,2017(04).
0
浏览量
134
下载量
0
CSCD
关联资源
相关文章
相关作者
相关机构
京公网安备11010802024621