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检索条件"主题词=encoder-decoder"
894 条 记 录,以下是191-200 订阅
排序:
Cardiac-DeepIED: Automatic Pixel-Level Deep Segmentation for Cardiac Bi-Ventricle Using Improved End-to-End encoder-decoder Network
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IEEE JOURNAL OF TRANSLATIONAL ENGINEERING IN HEALTH AND MEDICINE 2019年 7卷 1900110-1900110页
作者: Du, Xiuquan Yin, Susu Tang, Renjun Zhang, Yanping Li, Shuo Anhui Univ Sch Comp Sci & Technol Hefei 230039 Anhui Peoples R China Western Univ Dept Med Imaging London ON N6A 3K7 Canada Digital Imaging Grp London London ON N6A 3K7 Canada
Accurate segmentation of cardiac bi-ventricle (CBV) from magnetic resonance (MR) images has a great significance to analyze and evaluate the function of the cardiovascular system. However, the complex structure of CBV... 详细信息
来源: 评论
An encoder-decoder Architecture within a Classical Signal-Processing Framework for Real-Time Barcode Segmentation
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SENSORS 2023年 第13期23卷 6109页
作者: Gomez-Cardenes, Oscar Marichal-Hernandez, Jose Gil Son, Jung-Young Jimenez, Rafael Perez Rodriguez-Ramos, Jose Manuel Univ La Laguna Dept Ind Engn San Cristobal la Laguna 38200 Spain Konyang Univ Biomed Engn Dept Nonsan Si 320711 South Korea Univ Las Palmas Gran Canaria Inst Technol Dev & Innovat Commun Las Palmas Gran Canaria 35017 Spain Wooptix SL Res & Dev Dept San Cristobal la Laguna 38204 Spain
In this work, two methods are proposed for solving the problem of one-dimensional barcode segmentation in images, with an emphasis on augmented reality (AR) applications. These methods take the partial discrete Radon ... 详细信息
来源: 评论
A medical report generation method integrating teacher-student model and encoder-decoder network
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BIOMEDICAL SIGNAL PROCESSING AND CONTROL 2024年 94卷
作者: Zhang, Shujun Han, Qi Li, Jinsong Sun, Yukang Qin, Yuhua Qingdao Univ Sci & Technol Sch Data Sci Qingdao 266061 Shandong Peoples R China Qingdao Univ Sci & Technol Coll Informat Sci & Technol Qingdao 266061 Shandong Peoples R China
The automatic medical report generation task can reduce the burden of radiologists and improve the intelligence of auxiliary diagnosis, but still faces the following challenges: (1) The small lesions are easily overlo... 详细信息
来源: 评论
Displacement prediction model for high arch dams using long short-term memory based encoder-decoder with dual-stage attention considering measured dam temperature
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ENGINEERING STRUCTURES 2023年 第1期280卷
作者: Huang, Ben Kang, Fei Li, Junjie Wang, Feng Dalian Univ Technol Fac Infrastruct Engn Sch Hydraul Engn Dalian 116024 Peoples R China Hohai Univ Coll Water Conservancy & Hydropower Engn Nanjing 210098 Peoples R China China Three Gorges Univ Coll Hydraul & Environm Engn Yichang 443002 Peoples R China
Structural health monitoring method can provide important information to evaluate operational status of con-crete dams, by establishing accurate models to predict concrete dam behavior with monitored data. This study ... 详细信息
来源: 评论
LSTM enhanced by dual-attention-based encoder-decoder for daily peak load forecasting
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ELECTRIC POWER SYSTEMS RESEARCH 2022年 第0期208卷 1页
作者: Zhu, Kedong Li, Yaping Mao, Wenbo Li, Feng Yan, Jiahao China Elect Power Res Inst Power Automat Dept Nanrui 8 Nanjing 210003 Jiangsu Peoples R China
Daily peak load forecasting is a challenging problem in the filed of electric power load forecasting. Since the nonlinear and dynamic of influence factors and their sequential dependencies are significant for modeling... 详细信息
来源: 评论
Automatic Building Extraction on High-Resolution Remote Sensing Imagery Using Deep Convolutional encoder-decoder With Spatial Pyramid Pooling
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IEEE ACCESS 2019年 7卷 128774-128786页
作者: Liu, Yaohui Gross, Lutz Li, Zhiqiang Li, Xiaoli Fan, Xiwei Qi, Wenhua China Earthquake Adm Inst Geol Beijing 100029 Peoples R China Univ Queensland Sch Earth & Environm Sci Brisbane Qld 4072 Australia China Earthquake Networks Ctr Beijing 100045 Peoples R China
Automatic extraction of buildings from remote sensing imagery plays a significant role in many applications, such as urban planning and monitoring changes to land cover. Various building segmentation methods have been... 详细信息
来源: 评论
A fully-convolutional residual encoder-decoder neural network to localize breast cancer on histopathology images
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COMPUTERS IN BIOLOGY AND MEDICINE 2022年 147卷 105698-105698页
作者: Farajzadeh, Nacer Sadeghzadeh, Nima Hashemzadeh, Mahdi Azarbaijan Shahid Madani Univ Fac Informat Technol & Comp Engn Tabriz Iran Azarbaijan Shahid Madani Univ Artificial Intelligence & Machine Learning Res Lab Tabriz Iran Azarbaijan Shahid Madani Univ Azarshahr Rd Tabriz *** Iran
Cancer detection in its early stages may allow patients to receive the proper treatment and save lives along with recovering the routine lifestyles. Breast cancer is of the top leading causes of mortality among women ... 详细信息
来源: 评论
Using Machine Learning to Identify Hydrologic Signatures With an encoder-decoder Framework
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WATER RESOURCES RESEARCH 2023年 第3期59卷 e2022WR033091-e2022WR033091页
作者: Botterill, Tom E. E. McMillan, Hilary K. K. San Diego State Univ Dept Geog San Diego CA 92182 USA
Hydrologic signatures are quantitative metrics that describe a streamflow time series. Examples include annual maximum flow, baseflow index and recession shape descriptors. In this paper, we use machine learning (ML) ... 详细信息
来源: 评论
Establishment of CNN and encoder-decoder Models for the Prediction of Characteristics of Flow and Heat Transfer around NACA Sections
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ENERGIES 2022年 第23期15卷 9204页
作者: Seo, Janghoon Yoon, Hyun-Sik Kim, Min-Il Pusan Natl Univ Dept Naval Architecture & Ocean Engn 2 Busandaehak Ro 63beon Gil Busan 46241 South Korea
The present study established two different models based on the convolutional neural network (CNN) and the encoder-decoder (ED) to predict the characteristics of the flow and heat transfer around the NACA sections. Th... 详细信息
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Improving soil moisture prediction using a novel encoder-decoder model with residual learning
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COMPUTERS AND ELECTRONICS IN AGRICULTURE 2022年 195卷 106816-106816页
作者: Li, Qingliang Li, Zhongyan Wei Shangguan Wang, Xuezhi Lu Li Yu, Fanhua Changchun Normal Univ Coll Comp Sci & Technol Changchun 130032 Peoples R China Sun Yat Sen Univ Sch Atmospher Sci Guangdong Prov Key Lab Climate Change & Nat Disas Southern Marine Sci & Engn Guangdong Lab Zhuhai Guangzhou Guangdong Peoples R China Jilin Univ Coll Comp Sci & Technol Changchun 130012 Peoples R China
The skillful prediction of soil moisture can provide much help for many practical applications including ecosystem management and precision agriculture. It presents great challenges because the future variation of soi... 详细信息
来源: 评论