Printing Defect Detection Based on Scale-Adaptive Template Matching and Image Alignment [PDF]
Sensors, 2023 Printing defects are extremely common in the manufacturing industry. Although some studies have been conducted to detect printing defects, the stability and practicality of the printing defect detection has received relatively little attention. Currently,
Xinyu Liu, Yao Li, Yiyu Guo, Luoyu Zhou
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Markerless Image Alignment Method for Pressure-Sensitive Paint Image [PDF]
Sensors, 2022 We propose a markerless image alignment method for pressure-sensitive paint measurement data replacing the time-consuming conventional alignment method in which the black markers are placed on the model and are detected manually.
Kyosuke Suzuki +5 more
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Groupwise Image Alignment via Self Quotient Images [PDF]
Sensors, 2020 Compared with pairwise registration, the groupwise one is capable of handling a large-scale population of images simultaneously in an unbiased way. In this work we improve upon the state-of-the-art pixel-level, Least-Squares (LS)-based groupwise image ...
Nefeli Lamprinou +2 more
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End-to-end robust joint unsupervised image alignment and clustering. [PDF]
Proc IEEE Int Conf Comput Vis, 2021 Computing dense pixel-to-pixel image correspondences is a fundamental task of computer vision. Often, the objective is to align image pairs from the same semantic category for manipulation or segmentation purposes. Despite achieving superior performance,
Zeng X, Howe G, Xu M.
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An SIFT-Based Fast Image Alignment Algorithm for High-Resolution Image
IEEE Access, 2023 To solve the problem of high-resolution image alignment time overhead, an SIFT-based fast image alignment algorithm is presented. The overlap region of images is computed in detail by phase correlation algorithm to avoid a lot of useless calculations of ...
Zetian Tang +3 more
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A Fast Image Alignment Approach for 2D Classification of Cryo-EM Images Using Spectral Clustering [PDF]
Current Issues in Molecular Biology, 2021 Three-dimensional (3D) reconstruction in single-particle cryo-electron microscopy (cryo-EM) is a significant technique for recovering the 3D structure of proteins or other biological macromolecules from their two-dimensional (2D) noisy projection images ...
Xiangwen Wang, Yonggang Lu, Jiaxuan Liu
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Automatic Image Alignment Using Principal Component Analysis
IEEE Access, 2018 We present an automatic technique for image alignment using a principal component analysis (PCA) that broadly consists of two steps. The first step is the segmentation of the region of interest by thresholding.
Hafiz Zia Ur Rehman, Sungon Lee
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Image Alignment Based on Deep Learning to Extract Deep Feature Information from Images [PDF]
SensorsTo overcome the limitations of traditional image alignment methods in capturing deep semantic features, a deep feature information image alignment network (DFA-Net) is proposed. This network aims to enhance image alignment performance through multi-level
Lin Zhu, Yuxing Mao, Jianyu Pan
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The Application of Supervised Machine Learning Algorithms for Image Alignment in Multi-Channel Imaging Systems [PDF]
SensorsThis study presents a method for aligning the geometric parameters of images in multi-channel imaging systems based on the application of pre-processing methods, machine learning algorithms, and a calibration setup using an array of orderly markers at ...
Kyrylo Romanenko +5 more
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Adversarial Similarity Network for Evaluating Image Alignment in Deep Learning based Registration. [PDF]
Med Image Comput Comput Assist Interv, 2018 Fan J, Cao X, Xue Z, Yap PT, Shen D.
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