Výsledky vyhledávání - "convolutional encoder-decoder network"

Vision-Based Autonomous Crack Detection of Concrete Structures Using a Fully Convolutional Encoder–Decoder Network Autor Islam, M. M. Manjurul, Kim, Jong-Myon

“…The visual inspection of massive civil infrastructure is a common trend for maintaining its reliability and structural health. However, this procedure, which…”
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Electromagnetic Source Imaging via a Data-Synthesis-Based Convolutional Encoder-Decoder Network Autor Huang, Gexin, Liu, Ke, Liang, Jiawen, Cai, Chang, Gu, Zheng Hui, Qi, Feifei, Li, Yuanqing, Yu, Zhu Liang, Wu, Wei

“… To overcome this limitation, in this article, a novel data-synthesized spatiotemporally convolutional encoder-decoder network (DST-CedNet…”
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Object Contour Detection with a Fully Convolutional Encoder-Decoder Network Autor Jimei Yang, Price, Brian, Cohen, Scott, Honglak Lee, Ming-Hsuan Yang

“…We develop a deep learning algorithm for contour detection with a fully convolutional encoder-decoder network…”
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3-D Convolutional Encoder-Decoder Network for Low-Dose CT via Transfer Learning From a 2-D Trained Network Autor Shan, Hongming, Zhang, Yi, Yang, Qingsong, Kruger, Uwe, Kalra, Mannudeep K., Sun, Ling, Cong, Wenxiang, Wang, Ge

“…Low-dose computed tomography (LDCT) has attracted major attention in the medical imaging field, since CT-associated X-ray radiation carries health risks for…”
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Learning Semantic Graphics Using Convolutional Encoder–Decoder Network for Autonomous Weeding in Paddy Autor Adhikari, Shyam Prasad, Yang, Heechan, Kim, Hyongsuk

“…Weeds in agricultural farms are aggressive growers which compete for nutrition and other resources with the crop and reduce production. The increasing use of…”
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Segmentation of breast anatomy for automated whole breast ultrasound images with boundary regularized convolutional encoder–decoder network Autor Lei, Baiying, Huang, Shan, Li, Ran, Bian, Cheng, Li, Hang, Chou, Yi-Hong, Cheng, Jie-Zhi

“…) images is a very challenging task. A boundary regularized deep convolutional encoder–decoder network (ConvEDNet) is proposed here to address this challenge…”
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Denoising Raman spectra using fully convolutional encoder–decoder network Autor Loc, Irem, Kecoglu, Ibrahim, Unlu, Mehmet Burcin, Parlatan, Ugur

“…Raman spectroscopy is a vibrational method that gives molecular information rapidly and non‐invasively. Despite its advantages, the weak intensity of Raman…”
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A Novel Approach to Fetal ECG Extraction Using Temporal Convolutional Encoder–Decoder Network (TCED-Net) Autor Huang, Haiping

“… First, based on the relationship between the maternal chest ECG signal and the maternal ECG component in the abdominal signal, the temporal convolutional encoder-decoder network (TCED-Net…”
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Height estimation from single aerial images using a deep convolutional encoder-decoder network Autor Amirkolaee, Hamed Amini, Arefi, Hossein

“…Extracting 3D information from aerial images is an important and still challenging topic in photogrammetry and remote sensing. Height estimation from only a…”
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Convolutional encoder–decoder network using transfer learning for topology optimization Autor Ates, Gorkem Can, Gorguluarslan, Recep M.

“… In this study, a U-net-based deep convolutional encoder–decoder network was developed for predicting high-resolution (256 × 256…”
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DCNet: Densely Connected Deep Convolutional Encoder–Decoder Network for Nasopharyngeal Carcinoma Segmentation Autor Li, Yang, Han, Guanghui, Liu, Xiujian

“…Nasopharyngeal Carcinoma segmentation in magnetic resonance imagery (MRI) is vital to radiotherapy. Exact dose delivery hinges on an accurate delineation of…”
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Two-stage convolutional encoder-decoder network to improve the performance and reliability of deep learning models for topology optimization Autor Ates, Gorkem Can, Gorguluarslan, Recep M.

“… In this study, a two-stage network model is proposed using convolutional encoder-decoder networks that incorporate a new way of loss functions to reduce the number of structural disconnection cases…”
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OverSegNet: A convolutional encoder–decoder network for image over-segmentation Autor Li, Peng, Ma, Wei

“…Efficient and differentiable image over-segmentation is key to superpixel-based research and applications but remains a challenging problem. The paper proposes…”
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LRR-CED: low-resolution reconstruction-aware convolutional encoder-decoder network for direct sparse-view CT image reconstruction Autor Kandarpa, V S S, Perelli, Alessandro, Bousse, Alexandre, Visvikis, Dimitris

“…Objective. Sparse-view computed tomography (CT) reconstruction has been at the forefront of research in medical imaging. Reducing the total x-ray radiation…”
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Pedestrian Trajectory Prediction in Heterogeneous Traffic Using Pose Keypoints-Based Convolutional Encoder-Decoder Network Autor Chen, Kai, Song, Xiao, Ren, Xiaoxiang

“… To fulfill this, an end-to-end pose keypoints-based convolutional encoder-decoder network (PK-CEN) is designed, in which the heterogeneous traffic and pose keypoints are modeled as input…”
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LF-SegNet: A Fully Convolutional Encoder–Decoder Network for Segmenting Lung Fields from Chest Radiographs Autor Mittal, Ajay, Hooda, Rahul, Sofat, Sanjeev

“… This paper presents a deep learning-based fully convolutional encoder-decoder network for segmenting lung fields from chest radiographs…”
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Automatic Crack Detection and Measurement of Concrete Structure Using Convolutional Encoder-Decoder Network Autor Li, Shengyuan, Zhao, Xuefeng

“… To overcome this challenge, this paper proposes a convolutional encoder-decoder network (CedNet) to detect crack from image, and the maximum widths and orientations of cracks are measured using image post-processing techniques…”
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Uncertainty quantification and inverse modeling for subsurface flow in 3D heterogeneous formations using a theory-guided convolutional encoder-decoder network Autor Xu, Rui, Zhang, Dongxiao, Wang, Nanzhe

“…•TgCNN is used for surrogate modeling of 3D subsurface flow problems.•Dynamic pressure estimation can be obtained given stochastic permeability…”
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A novel deep convolutional encoder–decoder network: application to moving object detection in videos Autor Ganivada, Avatharam, Yara, Srinivas

“… and it’s important to determine the number. In this study, we propose a customized deep convolutional encoder…”
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IMG2HEIGHT: height estimation from single remote sensing image using a deep convolutional encoder-decoder network Autor Du, Shouhang, Xing, Jianghe, Du, Shihong, Cui, Ximin, Xiao, Xiongwu, Li, Wei, Wang, Shaoyu

“…Height estimation from single remote sensing image is a challenging inherently ambiguous and technically ill-posed problem that we address in this study by…”
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