EFFECT OF IMAGE MATCHING WINDOW SIZE ON SATELLITE JITTER FREQUENCY DETECTION [PDF]
The International Archives of the Photogrammetry, Remote Sensing and Spatial Information Sciences, 2020 Satellite attitude jitter is a common and complex phenomenon for high-resolution satellites and it is detectable by multi-temporal image matching. This paper analyses the effect of image matching window size on jitter frequency detection.
H. Zhang +6 more
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A Cross-Platform HD Dataset and a Two-Step Framework for Robust Aerial Image Matching
IEEE Access, 2022 Image matching has been an active research area in the computer vision community over the past decades. Significant advances in image matching algorithms have attracted attention from many emerging applications.
Md. Shahid +2 more
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K-Means Clustering Guided Generative Adversarial Networks for SAR-Optical Image Matching
IEEE Access, 2020 Synthetic Aperture Radar and optical (SAR-optical) image matching is a technique of finding correspondences between SAR and optical images. SAR-optical image matching can be simplified to single-mode image matching through image synthesis.
Wen-Liang Du +3 more
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PatchMatch Filter‐Census: A slanted‐plane stereo matching method for slope modelling application
IET Cyber-systems and Robotics, 2021 Image matching is a well‐studied problem in computer vision. Conventional image matching is solved using image feature matching algorithms, and later deep learning techniques are also applied to tackle the problem.
Weiyong Eng, Voonchet Koo, Tiensze Lim
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Review of 2D Image Matching Algorithms Based on Deep Learning Features [PDF]
Jisuanji gongchengThe objective of image matching is to establish correspondences between similar structures across two or more images. This task is fundamental to computer vision, with applications in robotics, remote sensing, and autonomous driving.
HUANG Kaiji, YANG Hua
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DEEP-IMAGE-MATCHING: A TOOLBOX FOR MULTIVIEW IMAGE MATCHING OF COMPLEX SCENARIOS [PDF]
The International Archives of the Photogrammetry, Remote Sensing and Spatial Information SciencesFinding corresponding points between images is a fundamental step in photogrammetry and computer vision tasks. Traditionally, image matching has relied on hand-crafted algorithms such as SIFT or ORB. However, these algorithms face challenges when dealing
L. Morelli +7 more
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Fast Matching Method of UAV Aerial Photography Enhanced Low Illumination Image
International Journal of Aerospace Engineering, 2022 Aiming at the problems of insufficient image contrast in three-dimensional reconstruction of UAV in low illumination environment and the unstable iteration times of the RANSAC algorithm in the feature matching process, real-time matching method of UAV ...
Wenyao Li +6 more
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Robust extraction of image correspondences exploiting the image scene geometry and approximate camera orientation [PDF]
The International Archives of the Photogrammetry, Remote Sensing and Spatial Information Sciences, 2013 Image-based modeling techniques are an important tool for producing 3D models in a practical and cost effective manner. Accurate image-based models can be created as long as one can retrieve precise image calibration and orientation information which is ...
B. Alsadik +4 more
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DENSE 3D POINT CLOUD GENERATION FROM UAV IMAGES FROM IMAGE MATCHING AND GLOBAL OPTIMAZATION [PDF]
The International Archives of the Photogrammetry, Remote Sensing and Spatial Information Sciences, 2016 3D spatial information from unmanned aerial vehicles (UAV) images is usually provided in the form of 3D point clouds. For various UAV applications, it is important to generate dense 3D point clouds automatically from over the entire extent of UAV images.
S. Rhee, T. Kim
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Intelligent Matching Method for Heterogeneous Remote Sensing Images Based on Style Transfer
IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing, 2022 Intelligent matching of heterogeneous remote sensing images is a common basic problem in the field of intelligent remote sensing image processing. Aiming at the difficulty of matching satellite-aerial remote sensing images, this article proposes an ...
Jiawei Zhao +4 more
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