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检索条件"主题词=encoder-decoder"
894 条 记 录,以下是841-850 订阅
排序:
A Novel CNN-based Model for Medical Image Registration
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INTERNATIONAL JOURNAL OF ADVANCED COMPUTER SCIENCE AND APPLICATIONS 2023年 第11期14卷 1125-1136页
作者: Gao, Hui Liang, Mingliang Zhengzhou Railway Vocat & Tech Coll Zhengzhou 451460 Henan Peoples R China
The registration of the deformable image is applied widely to image diagnosis, the monitoring of the disease, and the navigation of the surgery with the aim of learning the correspondence of the anatomist among an ima... 详细信息
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Long-sequence voltage series forecasting for internal short circuit early detection of lithium-ion batteries
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PATTERNS 2023年 第6期4卷 100732页
作者: Cui, Binghan Wang, Han Li, Renlong Xiang, Lizhi Du, Jiannan Zhao, Huaian Li, Sai Zhao, Xinyue Yin, Geping Cheng, Xinqun Ma, Yulin Huo, Hua Zuo, Pengjian Han, Guokang Du, Chunyu Harbin Inst Technol Sch Chem & Chem Engn MIIT Key Lab Crit Mat Technol New Energy Convers & Harbin 150001 Peoples R China
Accurate early detection of internal short circuits (ISCs) is indispensable for safe and reliable application of lithium-ion batteries (LiBs). However, the major challenge is finding a reliable standard to judge wheth... 详细信息
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ED-ConvLSTM: A Novel Global Ionospheric Total Electron Content Medium-Term Forecast Model
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SPACE WEATHER-THE INTERNATIONAL JOURNAL OF RESEARCH AND APPLICATIONS 2022年 第8期20卷 e2021SW002959-e2021SW002959页
作者: Xia, Guozhen Zhang, Fubin Wang, Cheng Zhou, Chen Wuhan Univ Dept Space Phys Wuhan Peoples R China Beihang Univ Res Inst Frontier Sci Beijing Peoples R China
In this paper, we proposed an innovative encoder-decoder structure with a convolution long short-term memory (ED-ConvLSTM) network to forecast global total electron content (TEC) based on the International GNSS Servic... 详细信息
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Evaluation of Deep Neural Networks for Semantic Segmentation of Prostate in T2W MRI
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SENSORS 2020年 第11期20卷 3183.-3183.页
作者: Khan, Zia Yahya, Norashikin Alsaih, Khaled Ali, Syed Saad Azhar Meriaudeau, Fabrice Univ Teknol PETRONAS Ctr Intelligent Signal & Imaging Res CISIR Dept Elect & Elect Engn Seri Iskandar 32610 Perak Malaysia Univ Burgundy ImViA ITFIM F-21078 Dijon France
In this paper, we present an evaluation of four encoder-decoder CNNs in the segmentation of the prostate gland in T2W magnetic resonance imaging (MRI) image. The four selected CNNs are FCN, SegNet, U-Net, and DeepLabV... 详细信息
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Trace2trace-A Feasibility Study on Neural Machine Translation Applied to Human Motion Trajectories
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SENSORS 2020年 第12期20卷 3503.-3503.页
作者: Crivellari, Alessandro Beinat, Euro Univ Salzburg Dept Geoinformat Z GIS A-5020 Salzburg Austria
Neural machine translation is a prominent field in the computational linguistics domain. By leveraging the recent developments of deep learning, it gave birth to powerful algorithms for translating text from one langu... 详细信息
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ResneSt-Transformer: Joint attention segmentation-free for end-to-end handwriting paragraph recognition model
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ARRAY 2023年 19卷
作者: Hamdan, Mohammed Cheriet, Mohamed Univ Quebec ETS Synchromedia Lab Syst Engn 1100 Notre Dame St W Montreal PQ H3C 1K3 Canada
Offline handwritten text recognition (HTR) typically relies on segmented text-line images for training and transcription. However, acquiring line-level position and transcript information can be challenging and time-c... 详细信息
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RootNav 2.0: Deep learning for automatic navigation of complex plant root architectures
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GIGASCIENCE 2019年 第11期8卷 giz123页
作者: Yasrab, Robail Atkinson, Jonathan A. Wells, Darren M. French, Andrew P. Pridmore, Tony P. Pound, Michael P. Univ Nottingham Sch Comp Sci Jubilee CampusWollaton Rd Nottingham NG8 1BB England Univ Nottingham Sch Biosci Sutton Bonington Campus Nottingham LE12 SRD England
Background: In recent years quantitative analysis of root growth has become increasingly important as a way to explore the influence of abiotic stress such as high temperature and drought on a plant's ability to t... 详细信息
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Enhancing image caption generation through context-aware attention mechanism
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HELIYON 2024年 第17期10卷 e36272页
作者: Bhuiyan, Ahatesham Hossain, Eftekhar Hoque, Mohammed Moshiul Dewan, M. Ali Akber Chittagong Univ Engn & Technol Dept Elect & Telecommun Engn Chittagong 4349 Bangladesh Chittagong Univ Engn & Technol Dept Comp Sci & Engn Chittagong 4349 Bangladesh Athabasca Univ Fac Sci & Technol Sch Comp & Informat Syst Athabasca AB T9S 3A3 Canada
Image captioning, the process of generating natural language descriptions based on image content, has garnered attention in AI research for its implications in scene understanding and human-computer interaction. While... 详细信息
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Application of Recurrent Neural Network to Modeling Earth's Global Electron Density
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JOURNAL OF GEOPHYSICAL RESEARCH-SPACE PHYSICS 2022年 第9期127卷 e2022JA030695-e2022JA030695页
作者: Huang, Sheng Li, Wen Shen, Xiao-Chen Ma, Qianli Chu, Xiangning Ma, Donglai Bortnik, Jacob Capannolo, Luisa Nishimura, Yukitoshi Goldstein, Jerry Boston Univ Ctr Space Phys Boston MA 02215 USA Univ Calif Los Angeles Dept Atmospher & Ocean Sci Los Angeles CA USA Univ Colorado Lab Atmospher & Space Phys Boulder CO 80309 USA Southwest Res Inst Space Sci & Engn Div San Antonio TX USA Univ Texas San Antonio Dept Phys & Astron San Antonio TX USA
The total electron density is a fundamental quantity in the Earth's magnetosphere and plays an important role in a number of physical processes, but its dynamic global evolution is not fully quantified yet. We pre... 详细信息
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Face From Voice: PyTorch Adaptation of Speech2Face Framework
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Procedia Computer Science 2024年 246卷 2892-2901页
作者: Kacper Pietkun Bogna Gondek Marta Browarczyk Faculty of Electronics Telecommunications and Informatics Multimedia Systems Department Gdansk University of Technology Narutowicza 11/12 80-233 Gdańsk Poland
This paper focuses on the problem of face images reconstruction from short audio segments. Built in PyTorch, the speech-to-face pipeline retains the core methodology of the others presented in the previous works, but ... 详细信息
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