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
doaj +4 more sources
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
doaj +2 more sources
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
doaj +2 more sources
Joint Alignment of Image Faces [PDF]
IEEE Access, 2020 Researches on face alignment have made great progress, which benefits from the use of prior information and auxiliary models. However, that information lacks in a single face image has always affected the further development of these researches.
Gang Zhang +4 more
doaj +2 more sources
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
doaj +2 more sources
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
doaj +2 more sources
Groupwise Image Alignment via Self Quotient Images [PDF]
Sensors, 2020 Emmanouil Psarakis
exaly +2 more sources
Deep Learning Strategy for Braille Character Recognition
IEEE Access, 2021 People with vision impairment use Braille language for reading, writing, and communication. The basic structure of the Braille language consists of six dots arranged in three rows and two column cells, which are identified by visually impaired people ...
Tasleem Kausar +5 more
doaj +1 more source
An Improved SIFT Underwater Image Stitching Method
Applied Sciences, 2023 Underwater image stitching is a technique employed to seamlessly merge images with overlapping regions, creating a coherent underwater panorama. In recent years, extensive research efforts have been devoted to advancing image stitching methodologies for ...
Haosu Zhang +4 more
doaj +1 more source
Accurate Matching of Invariant Features Derived from Irregular Curves
Remote Sensing, 2022 High-quality feature matching is a critical prerequisite in a wide range of applications. Most contemporary methods concentrate on detecting keypoints or line features for matching, which have achieved adequate results.
Huajun Liu +5 more
doaj +1 more source