Pairwise Registration Algorithm for Large-Scale Planar Point Cloud Used in Flatness Measurement by Zichao Shu, Songxiao Cao, Qing Jiang, Zhipeng Xu, Jianbin Tang, Qiaojun Zhou

“…Then, it eliminates the invalid keypoints by neighborhood evaluation to obtain the initial matching point pairs. Thereafter, clustering combined with the geometric consistency constraints of correspondences is conducted to realize coarse registration. …”
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Scale-Invariant Localization of Electric Vehicle Charging Port via Semi-Global Matching of Binocular Images by Taoyong Li, Chunlei Xia, Ming Yu, Panpan Tang, Wei Wei, Dongmei Zhang

“…The feature extraction approach based on SIFT is adopted to produce the difference of Gaussian (DOG) for scale space construction, and the feature matching algorithm with nearest-neighbor search, which is a kind of machine learning, is utilized to yield the map set of matching points. In addition, the disparity calculation is conducted with a semi-global matching algorithm to obtain high-precision positioning results for the charging port. …”
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Engine-propeller matching for fishing vessel at Kuala Pahang by Muhammad Zaharin, Zakaria

“…From the result, a propeller and an engine is selected to find the matching point. At the point, the power output from the engine equals to power absorb by the propeller. …”
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A modern political education. Nonviolent perspectives by Claudia SECCI

“…Through this path, different authors, hailing from diverse backgrounds, such as philosophical, pedagogical and anthropological studies, show meaningful affinities and matching points, presenting, in some case, political education in terms of education and training of the “political emotions”. …”
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Flexible point cloud matching method based on three-dimensional image feature points by Haihua Cui, Wenhe Liao, Xiaosheng Cheng, Ning Dai, Changye Guo

“…The proposed optimization method is immune to noise, reduces the search range for matching points, and improves the correct feature point matching rate for a weak surface texture. …”
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An improved SIFT algorithm for registration between SAR and optical images by Wannan Zhang, Yuqian Zhao

“…Finally, the correct matching point pairs are obtained by using bilateral fast approximate nearest neighbor (FLANN) search matching method and random sampling consistent (RANSAC) method, and the affine transformation model parameters are obtained. …”
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Fast recognition algorithm for static traffic sign information by Guo Shaocui, Yang Xu

“…The FLANN algorithm is used to realize feature point matching, and the threshold is set to determine the best matching point. The matching result is output and the traffic sign information is recognized. …”
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Optimizing SIFT for Matching of Short Wave Infrared and Visible Wavelength Images by Simon J. Buckley, Aleksandra A. Sima

“…The default SIFT parameters resulted in too few points being found, requiring the influence of five key parameters on the number of matched points to be explored using statistical techniques. …”
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Automatic Detection and Evaluation of 3D Pavement Defects Using 2D and 3D Information at the High Speed by Yazhe Hu, Tomonari Furukawa

“…A mismatched points rejection method then eliminates incorrectly matched points and reconstructs a final 3D road surface. …”
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Teaching Values of Islamic Communism in Surakarta: Issues in the First Quarter of the 20th Century by Syamsul Bakri

“…To achieve this, its proponents sought to find the matching  points between the two ideologies and erase any notion that might disassociate them allowing  syncretism ideology. …”
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A joint framework for underwater sequence images stitching based on deep neural network convolutional neural network by Mingwei Sheng, Songqi Tang, Zhuang Cui, Wanqi Wu, Lei Wan

“…This reduces the number of matching feature points between the underwater images to be stitched, while fewer matched points generated make image registration and stitching difficult. …”
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Investigating the effectiveness of point features matching for detecting gun items by Nur Najwa, Ibrahim

“…Based on the experiments conducted, the PFM is effectively detect the gun items regardless the different position and various size when the percentage similarity of matching points more than or equal 50%.…”
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Automatic and Robust Infrared-Visible Image Sequence Registration via Spatio-Temporal Association by Bingqing Zhao, Tingfa Xu, Yiwen Chen, Tianhao Li, Xueyuan Sun

“…Finally, a reservoir updated by Better-In, Worse-Out (BIWO) strategy is established to save matched point pairs and obtain the optimal global transformation matrix. …”
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Neuromorphic Stereo Vision: A Survey of Bio-Inspired Sensors and Algorithms by Lea Steffen, Daniel Reichard, Jakob Weinland, Jacques Kaiser, Arne Roennau, Rüdiger Dillmann, Rüdiger Dillmann

“…The crucial part is the correspondence problem; finding the matching points of two images. The development of event-based cameras, inspired by the retina, enables the exploitation of an additional physical constraint—time. …”
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Visual Performance of Psychological Factors in Interior Design Under the Background of Artificial Intelligence by Yunkai Xu, TianTian Yu, TianTian Yu

“…This verifies that the candidate image with the highest number of matching points is considered the best matching image.…”
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Improved SURF Algorithm and Its Application in Seabed Relief Image Matching by Zhang Hong-Mei, Yang Le, Li Ming-Long

“…Secondly, RANSAC algorithm is utilized to eliminate mismatching points, and then the accurate matching is accomplished with the correct matching points. The experimental results show that the improved algorithm overcomes the mismatching problem effectively and have better precision and faster speed than the traditional SURF algorithm.…”
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Adaptive order search and tangent-weighted trade-off for motion estimation in H.264 by Srinivas Bachu, K. Manjunath Achari

“…Hence, the tangent-weighted function is newly developed to evaluate the matching point. The proposed AOSH search algorithm and the tangent-weighted trade-off criterion are effectively applied to the block estimation process to enhance the visual quality and the compression performance. …”
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A Comparative Analysis of Feature Detectors and Descriptors for Image Stitching by Surendra Kumar Sharma, Kamal Jain, Anoop Kumar Shukla

“…These detectors and descriptors are compared in terms of number of matched points, time taken and quality of stitched image. …”
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Multi-Modal Registration Using a Block-Wise Coarse-to-Fine Approach by Muhammad Tariq Mahmood, Ik Hyun Lee

“…Conventional approaches for registering multi-modal images suffer from limited correct matched points, high computational cost and poor registration accuracy. …”
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Alternative method of analysis of results of 3D terrestrial laser scanning (comment to the article “Contribution to a rock block slide examination by a model of mutual transformati... by Matija Perne

“…The deviation between matching point clouds has been used as a test of the original hypothesis. …”
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