Pseudolabel‐guided multiview consensus graph learning for semisupervised classification
Sign Up to like & getrecommendations! Published in 2022 at "International Journal of Intelligent Systems"
DOI: 10.1002/int.22958
Abstract: Semisupervised multiview learning gains extensive research attention due to its strong capability to utilize the heterogeneous features and the label information of a few labeled samples. However, the supervision information is not well utilized in… read more here.
Keywords: information; consensus; consensus graph; multiview ... See more keywords
Complete region of interest reconstruction by fusing multiview deformable three-dimensional transesophageal echocardiography images.
Sign Up to like & getrecommendations! Published in 2022 at "Medical physics"
DOI: 10.1002/mp.15910
Abstract: BACKGROUND While three-dimensional transesophageal echocardiography (3D TEE) has been increasingly used for assessing cardiac anatomy and function, it still suffers from a limited field of view (FoV) of the ultrasound transducer. Therefore, it is difficult… read more here.
Keywords: fusion; tee; multiview; method ... See more keywords
Completion of multiview missing data based on multi-manifold regularised non-negative matrix factorisation
Sign Up to like & getrecommendations! Published in 2020 at "Artificial Intelligence Review"
DOI: 10.1007/s10462-020-09824-7
Abstract: In multi-source data analysis, the absence of data values or attributes is inevitably brought about by various influencing factors including environment, which results in the loss of knowledge to be conveyed by data. To solve… read more here.
Keywords: completion; multiview; multi manifold; non negative ... See more keywords
A novel approach for classification of mental tasks using multiview ensemble learning (MEL)
Sign Up to like & getrecommendations! Published in 2020 at "Neurocomputing"
DOI: 10.1016/j.neucom.2020.07.050
Abstract: Abstract Brain-computer interface (BCI) is a domain, in which a person can send information without using any exterior nerve or muscles, just using their brain signal, called electroencephalography (EEG) signal. Multiview learning or data integration… read more here.
Keywords: multiview ensemble; classification; mental tasks; multiview ... See more keywords
Reconstruction Algorithm for Lost Frame of Multiview Videos in Wireless Multimedia Sensor Network Based on Deep Learning Multilayer Perceptron Regression
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DOI: 10.1109/jsen.2018.2865916
Abstract: Wireless multimedia sensor network (WMSN) is important for environmental monitoring. When the sensors are used as cameras, the network can be regarded as a multiview video system. The Packet loss may occur when the multiview… read more here.
Keywords: reconstruction; network; deep learning; method ... See more keywords
Multiview Feature Aggregation for Facade Parsing
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DOI: 10.1109/lgrs.2020.3035721
Abstract: Facade image parsing is essential to the semantic understanding and 3-D reconstruction of urban scenes. Considering the occlusion and appearance ambiguity in single-view images and the easy acquisition of multiple views, in this letter, we… read more here.
Keywords: facade parsing; aggregation; view; multiview ... See more keywords
Multiorder Interaction Information Embedding-Based Multiview Fusion-Aided Hyperspectral Image Classification
Sign Up to like & getrecommendations! Published in 2022 at "IEEE Geoscience and Remote Sensing Letters"
DOI: 10.1109/lgrs.2022.3199607
Abstract: Hyperspectral images (HSIs) are obtained from hyperspectral imaging sensors, which capture information in hundreds of spectral bands of objects. However, how to take full advantage of spatial and spectral information from many spectral bands to… read more here.
Keywords: information; fusion; classification; multiview ... See more keywords
X-View: Graph-Based Semantic Multiview Localization
Sign Up to like & getrecommendations! Published in 2018 at "IEEE Robotics and Automation Letters"
DOI: 10.1109/lra.2018.2801879
Abstract: Global registration of multiview robot data is a challenging task. Appearance-based global localization approaches often fail under drastic view-point changes, as representations have limited view-point invariance. This letter is based on the idea that human-made… read more here.
Keywords: global localization; view; multiview; tex math ... See more keywords
Heterogeneous Multiview Crowdsensing Based on Half Quadratic Optimization for the Visual Internet of Things
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DOI: 10.1109/mwc.101.2000479
Abstract: For the Visual Internet of Things (VIoT), heterogeneous sensors such as visual cameras and acoustic microphones can be installed in devices to perform cognitive sensing and collect multiview data. Nonetheless, not every device has the… read more here.
Keywords: multiview; internet things; visual internet; based half ... See more keywords
Real-Time Multiview SAR Imaging Using a Portable Microwave Camera With Arbitrary Movement
Sign Up to like & getrecommendations! Published in 2018 at "IEEE Transactions on Antennas and Propagation"
DOI: 10.1109/tap.2018.2870485
Abstract: This paper presents the first demonstrator of a portable, multiview, high-resolution, 3-D, and real-time microwave imaging system. The system is based on a recently developed real-time 3-D microwave camera, which performs quasi-monostatic acquisitions, equipped with… read more here.
Keywords: system; real time; camera; multiview ... See more keywords
Multigraph Random Walk for Joint Learning of Multiview Clustering and Semisupervised Classification
Sign Up to like & getrecommendations! Published in 2022 at "IEEE Transactions on Computational Social Systems"
DOI: 10.1109/tcss.2021.3109151
Abstract: Recent researches on multiview learning have received widespread attention due to the increasing generalization of multiview data. As an effective probabilistic model, random walk has also shown encouraging performance in various fields. To further exploit… read more here.
Keywords: semisupervised classification; multiview; clustering semisupervised; random walk ... See more keywords