WebJun 1, 2024 · The proposed KeyReg showed superior performance in terms of repeatability, the accuracy of the homography, mean matching accuracy (MMA), and localization errors on HPatches dataset compared to state-of-the-art methods. Expand. 6. Highly Influenced. PDF. View 3 excerpts, cites background; WebThe first image from each sequence is matched against the remaining 5 images. The benchmark employs 56 sequences with viewpoint changes, and constant illumination conditions, and 52 sequences with illumination changes and constant viewpoint. The metric used for evaluation is the mean matching accuracy (MMA) .
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WebDeep learning-based image matching methods are improved significantly during the recent years. Although these methods are reported to outperform the classical t ... a well-known traditional method SIFT performs quite close to SuperGlue and even outperforms in terms of mean matching accuracy (MMA) under 1 and 2 pixel thresholds. Moreover, a ... Webhave also examined five classical image matching algo-rithms [22, 4, 28, 1, 2] on HPatches dataset in terms of Mean Matching Accuracy (MMA) [12] and Homography Estima-tion … WebMar 4, 2024 · Missing values in water level data is a persistent problem in data modelling and especially common in developing countries. Data imputation has received considerable research attention, to raise the quality of data in the study of extreme events such as flooding and droughts. This article evaluates single and multiple imputation methods … offshore oil and gas development in ghana