主题: image registration 图像配准 针对多时段、多视角、多传感器采集的图像,比较两幅图像特征求解对应关系进而进行相互对齐。alignment 主流方法: 1)基于区域的对齐; 2)基于特征的对齐。 本文主要针对方向2进行研究 主流的SIFT特征描述子(及先关改进方法): 优点:对图像旋转和尺度变化有很强大的鲁棒性 缺点:当图像表...
The remote sensing registration data is the process of aligning one image to a second image of the same scene that is acquired at the same or at different times by the different or the same sensors. This paper proposes an optimization approach for remote sensing image registration. The ...
The scale-invariant feature transform algorithm and its many variants are widely used in feature-based remote sensing image registration. However, it may be difficult to find enough correct correspondences for remote image pairs in some cases that exhibit a significant difference in intensity mapping....
Image registration is the process of overlaying images (two or... B Zitová,J Flusser - 《Image & Vision Computing》 被引量: 9890发表: 2003年 Robust Scale-Invariant Feature Matching for Remote Sensing Image Registration When the scale-invariant feature transform (SIFT) is adopted in the ...
Registration is used in the first phase for analysis of images received from one or more sensors (multimodal) having variable spatial or temporal variations. Major applications of remote sensing image registration are in the fields of medicine, cartography, climatology, archaeosurvey, hydrology and ...
siftsensingremoteregistrationwithmatchingfeature IEEEGEOSCIENCEANDREMOTESENSINGLETTERS,VOL.14,NO.1,JANUARY20173RemoteSensingImageRegistrationWithModifiedSIFTandEnhancedFeatureMatchingWenpingMa,ZelianWen,YueWu,LichengJiao,SeniorMember,IEEE,MaoguoGong,SeniorMember,IEEE,YafeiZheng,andLiangLiuAbstract—Thescale-invariant...
Remote-sensing images registration is a fundamental task in image processing, which is concerned with establishment of correspondence between two or more pictures taken, for example, at different times, from different sensors, or from different viewpoints. Because of the different gray level characters...
Deep Learning-based Keypoint Filtering for Remote Sensing Image Registration Image registration is a fundamental and important task in remote sensing. In this work, we focus on feature-based image registration. Existing attempts oft... JY Sung,WJ Lee,SJ Oh - The Korean Institute of Broadcast and...
awesomeimage-captioningremote-sensing-image UpdatedNov 25, 2024 Python jaehyunnn/DeepAerialMatching_pytorch Star77 Official Implementation of Deep Aerial Image Matching using PyTorch machine-learningcomputer-visiondeep-learningaerial-imageryimage-registrationimage-matchingend-to-end-learningremote-sensing-image ...
The algorithm is based on the joint of image deep semantic features and indirectly achieves matching of the original image pair. It provides a new solution to the problem of multimodal images registration. 展开 关键词: Image attribute transfer multimodal remote sensing image registration ...