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   Articles with "deep fusion" as a keyword



Fast unsupervised deep fusion network for change detection of multitemporal SAR images

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recommendations! Published in 2019 at "Neurocomputing"

DOI: 10.1016/j.neucom.2018.11.077

Abstract: Abstract In this paper, a fast unsupervised deep fusion framework for change detection of multitemporal synthetic aperture radar (SAR) images is presented. It mainly aim at generating a difference image (DI) in the feature learning… read more here.

Keywords: deep fusion; fast unsupervised; network; sar images ... See more keywords

An improved residual network using deep fusion for identifying RNA 5-methylcytosine sites

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recommendations! Published in 2022 at "Bioinformatics"

DOI: 10.1093/bioinformatics/btac532

Abstract: MOTIVATION 5-Methylcytosine (m5C) is a crucial post-transcriptional modification. With the development of technology, it is widely found in various RNAs. Numerous studies have indicated that m5C plays an essential role in various activities of organisms,… read more here.

Keywords: residual network; deep fusion; methylcytosine; model ... See more keywords

Lung Tumor Localization and Visualization in Chest X-Ray Images Using Deep Fusion Network and Class Activation Mapping

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recommendations! Published in 2022 at "IEEE Access"

DOI: 10.1109/access.2022.3224486

Abstract: Chest X-ray is a radiological clinical assessment tool that has been commonly used to detect different types of lung diseases, such as lung tumors. In this paper, we use the Segmentation-based Deep Fusion Networks and… read more here.

Keywords: deep fusion; localization; ray; ray images ... See more keywords

CrowdHMT: Crowd Intelligence With the Deep Fusion of Human, Machine, and IoT

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recommendations! Published in 2022 at "IEEE Internet of Things Journal"

DOI: 10.1109/jiot.2022.3194726

Abstract: Mobile crowd sensing and computing (MCSC) has become a hot research area in recent years. This article presents our vision of the next generation of MCSC, crowd intelligence with the deep fusion of human, machine,… read more here.

Keywords: human machine; crowd intelligence; deep fusion;

DFS-SLAM: A Visual SLAM Algorithm for Deep Fusion of Semantic Information

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recommendations! Published in 2024 at "IEEE Robotics and Automation Letters"

DOI: 10.1109/lra.2024.3498773

Abstract: In order to solve issues such as low accuracy, poor robustness and tracking loss in dynamic environments in traditional Simultaneous Localization and Mapping (SLAM) techniques, a semantic SLAM system named DFS-SLAM (Deep Fusion Semantics SLAM)… read more here.

Keywords: slam; deep fusion; dfs slam; semantic information ... See more keywords

Deep Fusion: Crafting Transferable Adversarial Examples and Improving Robustness of Industrial Artificial Intelligence of Things

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recommendations! Published in 2023 at "IEEE Transactions on Industrial Informatics"

DOI: 10.1109/tii.2022.3168874

Abstract: Industry 5.0 is aimed at merging the cognitive computing capabilities of deep neural networks (DNNs) with human resourcefulness in collaborative operations. DNNs have been widely used in Industrial Artificial Intelligence of Things (Industrial AIoT) systems.… read more here.

Keywords: deep fusion; fusion; industrial artificial; adversarial examples ... See more keywords

LF-GNSS: Toward More Robust Satellite Positioning With a Hard Example Mining Enhanced Learning-Filtering Deep Fusion Framework

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recommendations! Published in 2025 at "IEEE Transactions on Instrumentation and Measurement"

DOI: 10.1109/tim.2025.3612654

Abstract: Global Navigation Satellite System (GNSS) is essential for unmanned systems and location-based technologies, providing critical geospatial information for navigation and situational awareness. However, GNSS performance degrades significantly in urban environments due to non-line-of-sight (NLOS) conditions… read more here.

Keywords: satellite; navigation; learning filtering; framework ... See more keywords

A Self-Adaptive Robot Parameter Calibration Method via Broad-Deep Fusion Networks

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recommendations! Published in 2025 at "IEEE Transactions on Instrumentation and Measurement"

DOI: 10.1109/tim.2025.3614842

Abstract: Robot errors, inherent in manufacturing processes and progressively worsening through operational wear, critically impact system precision through accumulated inaccuracies. Current calibration methods face significant challenges due to measurement limitations and the time-varying nature of errors,… read more here.

Keywords: method; deep fusion; parameter; broad deep ... See more keywords

Deep Fusion Clustering Network With Reliable Structure Preservation.

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recommendations! Published in 2022 at "IEEE transactions on neural networks and learning systems"

DOI: 10.1109/tnnls.2022.3220914

Abstract: Deep clustering, which can elegantly exploit data representation to seek a partition of the samples, has attracted intensive attention. Recently, combining auto-encoder (AE) with graph neural networks (GNNs) has accomplished excellent performance by introducing structural… read more here.

Keywords: information; network; deep fusion; structure ... See more keywords

Deep Fusion of Intelligent Meridian Sensing Technology and Huoluo Xiaoling Pills in the Treatment of Knee Osteoarthritis

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recommendations! Published in 2022 at "BioMed Research International"

DOI: 10.1155/2022/8043674

Abstract: Based on the deep fusion of intelligent meridian sensing technology and Huoluo Xiaoling Pill (HXP) in the treatment of knee osteoarthritis (KOA), firstly, the effective components and targets of Salvia miltiorrhiza, Angelica sinensis, frankincense, and… read more here.

Keywords: deep fusion; meridian sensing; sensing technology; intelligent meridian ... See more keywords

Deep fusion of gray level co-occurrence matrices for lung nodule classification

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recommendations! Published in 2022 at "PLoS ONE"

DOI: 10.1371/journal.pone.0274516

Abstract: Lung cancer is a serious threat to human health, with millions dying because of its late diagnosis. The computerized tomography (CT) scan of the chest is an efficient method for early detection and classification of… read more here.

Keywords: deep fusion; fusion; classification; lung ... See more keywords