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   Articles with "net model" as a keyword



Algorithm for pixel-level concrete pavement crack segmentation based on an improved U-Net model

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recommendations! Published in 2025 at "Scientific Reports"

DOI: 10.1038/s41598-025-91352-x

Abstract: Cracks that occur in concrete surfaces are numerous and diverse, and different cracks will affect road safety in different degrees. Accurately identifying pavement cracks is crucial for assessing road conditions and formulating maintenance strategies. This… read more here.

Keywords: pixel level; pavement; algorithm pixel; net model ... See more keywords
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Online dynamic cardiac imaging based on the elastic-net model

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recommendations! Published in 2017 at "Inverse Problems in Science and Engineering"

DOI: 10.1080/17415977.2016.1141207

Abstract: Abstract Purpose: The purpose of this work was to develop an online dynamic cardiac MRI model to reconstruct image frames from partial acquisition of the Cartesian k-space data, which utilizes structural knowledge of consecutive image… read more here.

Keywords: net model; online dynamic; dynamic cardiac; model ... See more keywords

Extended string-net model with all anyons at finite temperature

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recommendations! Published in 2025 at "Physical Review B"

DOI: 10.1103/physrevb.111.235405

Abstract: The string-net model describes a vast family of topological orders in two spatial dimensions. Here, we consider the effect of thermal fluctuations on these topological phases. In the original string-net model, the description of charge… read more here.

Keywords: temperature; string net; net model; extended string ... See more keywords

2D/3D-MGR: A 2D/3D Medical Image Registration Framework Based on DRR

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recommendations! Published in 2024 at "IEEE Access"

DOI: 10.1109/access.2024.3453661

Abstract: Medical image registration is a crucial process in medical image analysis. However, traditional 2D and 3D medical image registration methods often struggle to accommodate the complex variations and conditions present in medical images. To address… read more here.

Keywords: registration; image; image registration; medical image ... See more keywords

How to Get the Most Out of U-Net for Glacier Calving Front Segmentation

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recommendations! Published in 2022 at "IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing"

DOI: 10.1109/jstars.2022.3148033

Abstract: The melting of ice sheets and glaciers is one of the main contributors to global sea-level rise. Hence, continuous monitoring of glacier changes and in particular the mapping of positional changes of their calving front… read more here.

Keywords: get net; calving front; segmentation; model ... See more keywords

PanCSC-Net: A Model-Driven Deep Unfolding Method for Pansharpening

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

DOI: 10.1109/tgrs.2021.3115501

Abstract: Recently, deep learning (DL) approaches have been widely applied to the pansharpening problem, which is defined as fusing a low-resolution multispectral (LRMS) image with a high-resolution panchromatic (PAN) image to obtain a high-resolution multispectral (HRMS)… read more here.

Keywords: network; pancsc net; model driven; model ... See more keywords

Landscape Classification Method Using Improved U-Net Model in Remote Sensing Image Ecological Environment Monitoring System

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recommendations! Published in 2022 at "Journal of Environmental and Public Health"

DOI: 10.1155/2022/9974914

Abstract: Aiming at the problems of low classification accuracy and time-consuming properties in traditional remote sensing image classification methods, a remote sensing image classification method of ecological garden landscape based on improved U-Net model is proposed.… read more here.

Keywords: classification; net model; remote sensing; sensing image ... See more keywords

Optimized U-Net model for 3D light-sheet image segmentation of zebrafish trunk vessels.

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recommendations! Published in 2022 at "Biomedical optics express"

DOI: 10.1364/boe.449714

Abstract: The growth of zebrafish's vessels can be used as an indicator of the vascular development process and to study the biological mechanisms. The three-dimensional (3D) structures of zebrafish's trunk vessels could be imaged by state-of-art… read more here.

Keywords: light sheet; zebrafish trunk; segmentation; net model ... See more keywords

An RDAU-NET model for lesion segmentation in breast ultrasound images

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recommendations! Published in 2019 at "PLoS ONE"

DOI: 10.1371/journal.pone.0221535

Abstract: Breast cancer is a common gynecological disease that poses a great threat to women health due to its high malignant rate. Breast cancer screening tests are used to find any warning signs or symptoms for… read more here.

Keywords: net model; rdau net; breast; breast ultrasound ... See more keywords

Automatic Multiple Articulator Segmentation in Dynamic Speech MRI Using a Protocol Adaptive Stacked Transfer Learning U-NET Model

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recommendations! Published in 2023 at "Bioengineering"

DOI: 10.3390/bioengineering10050623

Abstract: Dynamic magnetic resonance imaging has emerged as a powerful modality for investigating upper-airway function during speech production. Analyzing the changes in the vocal tract airspace, including the position of soft-tissue articulators (e.g., the tongue and… read more here.

Keywords: speech; speech mri; dynamic speech; transfer learning ... See more keywords

Advancing Ocular Imaging: A Hybrid Attention Mechanism-Based U-Net Model for Precise Segmentation of Sub-Retinal Layers in OCT Images

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recommendations! Published in 2024 at "Bioengineering"

DOI: 10.3390/bioengineering11030240

Abstract: This paper presents a novel U-Net model incorporating a hybrid attention mechanism for automating the segmentation of sub-retinal layers in Optical Coherence Tomography (OCT) images. OCT is an ophthalmology tool that provides detailed insights into… read more here.

Keywords: hybrid attention; segmentation; attention; net model ... See more keywords