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   Articles with "global context" as a keyword



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Global context-aware cervical cell detection with soft scale anchor matching

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recommendations! Published in 2021 at "Computer methods and programs in biomedicine"

DOI: 10.1016/j.cmpb.2021.106061

Abstract: BACKGROUND AND OBJECTIVE Computer-aided cervical cancer screening based on an automated recognition of cervical cells has the potential to significantly reduce error rate and increase productivity compared to manual screening. Traditional methods often rely on… read more here.

Keywords: global context; cell detection; soft scale; context aware ... See more keywords

The recovery of products and materials for reuse: The global context of resource management

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recommendations! Published in 2019 at "Resources, Conservation and Recycling"

DOI: 10.1016/j.resconrec.2018.10.028

Abstract: Abstract We propose a framework for evaluating alternative approaches for recovering products and materials from capital goods that are no longer in use. It calls for deepening the existing collaborations between input-output economists and industrial… read more here.

Keywords: products materials; resource; recovery; resource management ... See more keywords

Contextual effects on binocular matching are evident in primary visual cortex

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recommendations! Published in 2019 at "Vision Research"

DOI: 10.1016/j.visres.2019.04.001

Abstract: Global context can dramatically influence local visual perception. This phenomenon is well-documented for monocular features, e.g., the Kanizsa triangle. It has been demonstrated for binocular matching: the disambiguation of the Wallpaper Illusion via the luminance… read more here.

Keywords: global context; binocular matching; contextual effects; activity ... See more keywords

Regional policy in the new global context

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recommendations! Published in 2025 at "Regional Studies"

DOI: 10.1080/00343404.2025.2549590

Abstract: ABSTRACT Development is inherently uneven within countries. Since the 2008 global financial crisis, we find a new spatial pattern of economic performance amongst Organisation for Economic Co-operation and Development (OECD) regions, with a slow-down of… read more here.

Keywords: policy new; regional policy; policy; global context ... See more keywords

GCViT-EffNet: Global Context Vision Transformer and EfficientNet Fusion for Classification of Ocular Diseases in CLAHE-Enhanced Fundus Images

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recommendations! Published in 2025 at "IEEE Access"

DOI: 10.1109/access.2025.3631556

Abstract: Accurate and early detection of ocular diseases such as cataracts, glaucoma, and diabetic retinopathy is essential for preventing vision loss and enabling timely treatment. Deep learning models have shown promising results in healthcare. However, ocular… read more here.

Keywords: classification; vision; transformer; global context ... See more keywords

Swin Transformer Embedding Dual-Stream for Semantic Segmentation of Remote Sensing Imagery

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recommendations! Published in 2024 at "IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing"

DOI: 10.1109/jstars.2023.3326967

Abstract: The acquisition of global context and boundary information is crucial for the semantic segmentation of remote sensing (RS) images. In contrast to convolutional neural networks (CNNs), transformers exhibit superior performance in global modeling and shape… read more here.

Keywords: swin transformer; segmentation; remote sensing; stream ... See more keywords

A Novel Anchor-Free Detector Using Global Context-Guide Feature Balance Pyramid and United Attention for SAR Ship Detection

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recommendations! Published in 2023 at "IEEE Geoscience and Remote Sensing Letters"

DOI: 10.1109/lgrs.2023.3252590

Abstract: Most synthetic aperture radar (SAR) ship detectors based on convolutional neural networks (CNNs) needed preset anchor boxes to object classification and bounding box coordinate regression. However, the sparsity and unbalanced distribution of ships in SAR… read more here.

Keywords: global context; sar ship; united attention; detector ... See more keywords
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GCWNet: A Global Context-Weaving Network for Object Detection in Remote Sensing Images

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recommendations! Published in 2022 at "IEEE Transactions on Geoscience and Remote Sensing"

DOI: 10.1109/tgrs.2022.3155899

Abstract: With practical applications such as environment surveillance, agricultural production, and disaster assessment, accurate object detection in remote sensing images is in high demand. Precise detection of object instances in remote sensing images remains considerably challenging… read more here.

Keywords: detection remote; remote sensing; object detection; sensing images ... See more keywords

DGCC-EB: Deep Global Context Construction With an Enabled Boundary for Land Use Mapping of CSMA

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recommendations! Published in 2022 at "IEEE Transactions on Geoscience and Remote Sensing"

DOI: 10.1109/tgrs.2022.3224733

Abstract: Land use mapping (LUM) of a coal mining subsidence area (CMSA) is a significant task. The application of convolutional neural networks (CNNs) has become prevalent in LUM, which can achieve promising performances. However, CNNs cannot… read more here.

Keywords: global context; context construction; use mapping; land use ... See more keywords

Global Context Assisted Structure-Aware Vehicle Retrieval

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recommendations! Published in 2022 at "IEEE Transactions on Intelligent Transportation Systems"

DOI: 10.1109/tits.2020.3009000

Abstract: In vehicle retrieval, the vehicle patch should first be localized to remove the irrelevant background information. Moreover, the negative samples are much more prevalent than the positive samples, and the information from the negative samples… read more here.

Keywords: vehicle; structure aware; global context; vehicle retrieval ... See more keywords

GCSANet: Arbitrary Style Transfer With Global Context Self-Attentional Network

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recommendations! Published in 2024 at "IEEE Transactions on Multimedia"

DOI: 10.1109/tmm.2023.3282489

Abstract: Arbitrary style transfer is attracting increasing attention in the computer vision community due to its application flexibility. Existing approaches directly fuse deep style features with deep content features or adaptively normalize content features for global… read more here.

Keywords: style transfer; global context; style; arbitrary style ... See more keywords