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A review of multimodal image matching: Methods and applications

期刊: INFORMATION FUSION, 2021; 73 ()

Multimodal image matching, which refers to identifying and then corresponding the same or similar structure/content from two or more images that are o......

Managing manipulative and non-cooperative behaviors in large scale group decision making based on a WeChat-like interaction network

期刊: INFORMATION FUSION, 2021; 75 ()

The main challenges in large scale group decision making (LSGDM) problem are how to tackle with the great number of participants and how to achieve a ......

A tensor-network-based big data fusion framework for Cyber-Physical-Social Systems (CPSS)

期刊: INFORMATION FUSION, 2021; 76 ()

Big data has been continuously generated from the rapidly developing of cloud/fog/edge computing, Internet of Things (IoT) and 5G technology. This big......

Variational multimodal machine translation with underlying semantic

期刊: INFORMATION FUSION, 2021; 69 ()

Capturing the underlying semantic relationships of sentences is helpful for machine translation. Variational neural machine translation approaches pro......

A novel approach of multisensory fusion to collaborative fault diagnosis in maintenance

期刊: INFORMATION FUSION, 2021; 74 ()

Collaborative fault diagnosis can be facilitated by multisensory fusion technologies, as these can give more reliable results with a more complete dat......

Self-supervised feature adaption for infrared and visible image fusion

期刊: INFORMATION FUSION, 2021; 76 ()

Benefitting from the strong feature extraction capability of deep learning, infrared and visible image fusion has made a great progress. Since infrare......

DMRFNet: Deep Multimodal Reasoning and Fusion for Visual Question Answering and explanation generation

期刊: INFORMATION FUSION, 2021; 72 ()

Visual Question Answering (VQA), which aims to answer questions in natural language according to the content of image, has attracted extensive attenti......

Image synthesis with adversarial networks: A comprehensive survey and case studies

期刊: INFORMATION FUSION, 2021; 72 ()

Generative Adversarial Networks (GANs) have been extremely successful in various application domains such as computer vision, medicine, and natural la......

Image fusion based on generative adversarial network consistent with perception

期刊: INFORMATION FUSION, 2021; 72 ()

Deep learning is a rapidly developing approach in the field of infrared and visible image fusion. In this context, the use of dense blocks in deep net......

A distributed particle-PHD filter using arithmetic-average fusion of Gaussian mixture parameters

期刊: INFORMATION FUSION, 2021; 73 ()

We propose a particle-based distributed PHD filter for tracking the states of an unknown, time-varying number of targets. To reduce communication, the......

Hyperspectral-cube-based mobile face recognition: A comprehensive review

期刊: INFORMATION FUSION, 2021; 74 ()

With the hyperspectral sensor technology evolving and becoming more cost-effective, hyperspectral imaging offers new opportunities for robust face rec......

Mobile edge-enabled trust evaluation for the Internet of Things

期刊: INFORMATION FUSION, 2021; 75 ()

The Internet of Things (IoT), including wireless sensors, is one of the highly anticipated contributors to big data; therefore, avoiding misleading or......

An overview of air quality analysis by big data techniques: Monitoring, forecasting, and traceability

期刊: INFORMATION FUSION, 2021; 75 ()

With the rapid development of economy and the frequent occurrence of air pollution incidents, the problem of air pollution has become a hot issue of c......

EMFusion: An unsupervised enhanced medical image fusion network

期刊: INFORMATION FUSION, 2021; 76 ()

Existing image fusion methods always use the same representations for different modal medical images. Otherwise, they solve the fusion problem by subj......

Efficient closed high-utility pattern fusion model in large-scale databases

期刊: INFORMATION FUSION, 2021; 76 ()

High-Utility Itemset Mining (HUIM) is considered a major issue in recent decades since it reveals profit strategies for use in industry for decision-m......

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