Global context-aware cervical cell detection with soft scale anchor matching
Sign Up to like & getrecommendations! 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
Sign Up to like & getrecommendations! 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
Sign Up to like & getrecommendations! 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
A Novel Anchor-Free Detector Using Global Context-Guide Feature Balance Pyramid and United Attention for SAR Ship Detection
Sign Up to like & getrecommendations! 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
GCWNet: A Global Context-Weaving Network for Object Detection in Remote Sensing Images
Sign Up to like & getrecommendations! 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
Sign Up to like & getrecommendations! 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
Sign Up to like & getrecommendations! 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
Cardiac transplantation in people living with HIV: the global context
Sign Up to like & getrecommendations! Published in 2022 at "Heart"
DOI: 10.1136/heartjnl-2021-320463
Abstract: INTRODUCTION In 2013, the passage of the HOPE act allowed HIVpositive recipients to receive organs from HIVpositive donors under the auspices of research studies. This historic act, meant to increase the availability of donor organs… read more here.
Keywords: global context; disease; living hiv; people living ... See more keywords
Enhancing the performance of sentiment analysis task on product reviews by handling both local and global context
Sign Up to like & getrecommendations! Published in 2020 at "International Journal of Information and Decision Sciences"
DOI: 10.1504/ijids.2020.10026745
Abstract: Commonly, product review analysis includes extracting sentiment from product documents. The contextual aspect contained in a review document has potential to improve results obtained by the sentiment analysis task. In this regard, this paper proposes… read more here.
Keywords: global context; context; analysis; product ... See more keywords
Global Context-Aware-Based Deformable Residual Network Module for Precise Pest Recognition and Detection
Sign Up to like & getrecommendations! Published in 2022 at "Frontiers in Plant Science"
DOI: 10.3389/fpls.2022.895944
Abstract: An accurate and robust pest detection and recognition scheme is an important step to enable the high quality and yield of agricultural products according to integrated pest management (IPM). Due to pose-variant, serious overlap, dense… read more here.
Keywords: residual network; recognition; global context; deformable residual ... See more keywords
Update on COVID-19 and Effectiveness of a Vaccination Campaign in a Global Context
Sign Up to like & getrecommendations! Published in 2022 at "International Journal of Environmental Research and Public Health"
DOI: 10.3390/ijerph191710712
Abstract: The COVID-19 pandemic caused by SARS-CoV-2 remains a significant issue for global health, the economy, and society. When SARS-CoV-2 began to spread, the most recent serious infectious disease of this century around the world, with… read more here.
Keywords: global context; effectiveness vaccination; update covid; vaccination ... See more keywords