Finally, the results of the S2O and O2S image translations are simultaneously integrated into a SAR ATR network, resulting in an overall accuracy improvement of 6.33%. This demonstrates the effectiveness of SAR-optical image fusion in enhancing the performance of SAR ATR....
Basedontherequirementofimagefusion,thealgorithmforSARandoptical imagefusionisresearcheddeeplyinthispaper,andanalgorithmbasedonHISand wavelettransformisrealized. Firstly,thestrongpointsandweakpointsofsomecommonalgorithmsandtherelated treatmentprocessareanalyzedinordertoproposeanalgorithmbasedonHISand ...
get’sfeaturesfromSARandopticalimagestogethertofeature2fusiondiscrimination,reducingthefalsealarms effectively.Experimentswithairborneimagesarecarriedouttovalidateandanalyzetheproposedmethod. Keywords:targetdetection;discrimination;featurefusion;weightedM2distance 技术方案。 在含有背景杂波的SAR图像中能快速检测出典型军 事...
SAR images contain abundant texture information, while optical images contain a wealth of contour information. Combining the advantages of both can result in images with richer information content. In this paper, we propose a CNN-based SAR image and optical image fusion model, named MSFusion, and...
摘要:针对某光电和雷达图像实时融合系统,对融合系统设计进行了概述,并对系统的硬件架构和实时融合处理流程进行了介绍。最后给出了实时光电雷达融合图像的处理结果。 关键词:光电雷达融合 SAR 可见光/红外 A real-time system design for optical and SAR image fusion Zhang Yulun Xi’an Electronic Engineering Researc...
1. 中国科学院遥感应用研究所,北京 100101; 2. 中国科学院对地观测与数字地球中心,北京 100190THE APPLICATION OF THE IMAGE FUSION BETWEEN SAR AND OPTICAL IMAGE TO THE DETECTION OF THE MING GREAT WALL IN NINGXIA AND SHAANXI ZHU Lan-wei1,2, GUO Hua-dong2, WANG Chang-lin2 ...
Key words ： remote sensing image ； image fusion ； non-subsampled shearlet transform (NSST)； pulse coupled neural network (PCNN)0引言 合成孔径雷达(Synthetic Aperture Radar ,SAR)对 与人造桥梁都比 ，成像原主动式微波反射成像,SAR 更多 表 现信 纹 ；与 SAR 不受气候环境 ...
Review of deep learning in optical and SAR image fusion 引用 收藏 分享 摘要 遥感影像融合作为影像处理领域中最具有挑战的工作,一直是学术界研究的热点。合成孔径雷达SAR(Synthetic Aperture Radar)具备全天时、全天候、穿透云雾等多种特点,却因存在相干斑噪声等问题,使得影像难以...展开更多 Remote sensing image...
The fusion of optical and SAR image data can realize the complementary information between different types of sensor imaging, which can facilitate the subsequent image analysis and interpretation. In this paper, the research status and future development trend of optical and SAR remote sensing fusion ...
Based on the requirement of image fusion, the algorithm for SAR and optical image fusion is researched deeply in this paper, and an algorithm based on HIS and wavelet transform is realized. Firstly, the strong points and weak points of some common algorithms and the related treatment proc...