Multiview Learning With Robust Double-Sided Twin SVM.
Sign Up to like & getrecommendations! Published in 2021 at "IEEE transactions on cybernetics"
DOI: 10.1109/tcyb.2021.3088519
Abstract: Multiview learning (MVL), which enhances the learners' performance by coordinating complementarity and consistency among different views, has attracted much attention. The multiview generalized eigenvalue proximal support vector machine (MvGSVM) is a recently proposed effective binary… read more here.
Keywords: multiview; robust double; double sided; twin svm ... See more keywords
Deep Multiview Learning for Hyperspectral Image Classification
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DOI: 10.1109/tgrs.2020.3034133
Abstract: Recently, the field of hyperspectral image (HSI) classification is dominated by deep learning-based methods. However, training deep learning models usually needs a large number of labeled samples to optimize thousands of parameters. In this article,… read more here.
Keywords: hyperspectral image; classification; deep multiview; multiview learning ... See more keywords
Multiview Learning for Subsurface Defect Detection in Composite Products: A Challenge on Thermographic Data Analysis
Sign Up to like & getrecommendations! Published in 2020 at "IEEE Transactions on Industrial Informatics"
DOI: 10.1109/tii.2019.2963795
Abstract: Nondestructive testing (NDT) is an economical way of detecting subsurface defects in composite products. Infrared thermography serves as a popular NDT method due to its high efficiency and low cost. However, defect identification by directly… read more here.
Keywords: subsurface; composite products; thermographic data; multiview learning ... See more keywords