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检索条件"主题词=encoder-decoder"
902 条 记 录,以下是701-710 订阅
排序:
Improved Deep Multi-Patch Hierarchical Network With Nested Module for Dynamic Scene Deblurring
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IEEE ACCESS 2020年 8卷 62116-62126页
作者: Zhao, Zunjin Xiong, Bangshu Gai, Shan Wang, Lei Nanchang Hongkong Univ Sch Informat Engn Key Lab Jiangxi Prov Image Proc & Pattern Recogni Nanchang 330063 Jiangxi Peoples R China
Dynamic scene deblurring is a significant technique in the field of computer vision. The multi-scale strategy has been successfully extended to the deep end-to-end learning-based deblurring task. Its expensive computa... 详细信息
来源: 评论
Generative Text Summary Based on Enhanced Semantic Attention and Gain-Benefit Gate
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IEEE ACCESS 2020年 8卷 92659-92668页
作者: Ding, Jianli Li, Yang Ni, Huiyu Yang, Zhengquan Civil Aviat Univ China Coll Comp Sci & Technol Tianjin 300300 Peoples R China Civil Aviat Univ China Coll Sci Tianjin 300300 Peoples R China
Generative text summary is an important branch of natural language processing. Aiming at the problems of insufficient use of semantic information, insufficient summary precision and the problem of semantics-loss in th... 详细信息
来源: 评论
Analysis of technical features in basketball video based on deep learning algorithm
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SIGNAL PROCESSING-IMAGE COMMUNICATION 2020年 第0期83卷 115786-000页
作者: Chen, Li Wang, Wenbo Chongqing Normal Univ Coll Phys Educ & Hlth Sci Chongqing Peoples R China Sichuan Univ Phys Educ Coll Chengdu Sichuan Peoples R China
The research of video-based sports movement analysis technology has an important application value. The introduction of digital video, human-computer interaction and other technologies in sports training can greatly i... 详细信息
来源: 评论
encoder-decoder Design for SAC-OCDMA using Flexible Cross Correlation (FCC) Code Algorithms
Encoder-Decoder Design for SAC-OCDMA using Flexible Cross Co...
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IEEE 4th International Conference on Photonics (ICP)
作者: Rashidi, C. B. M. Aljunid, S. A. Fadhil, Hilal A. Anuar, M. S. Univ Malaysia Perlis UniMAP Sch Comp & Commun Eng Kangar 01000 Perlis Malaysia
In this paper, we present an effective encoder-decoder design utilizing Flexible Cross Correlation (FCC) code for Spectral Amplitude Coding-Optical Code Division Multiple Access (SAC-OCDMA) systems. The FCC code has a... 详细信息
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CNN Prediction Enhancement by Post-Processing for Hydrocarbon Detection in Seismic Images
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IEEE ACCESS 2020年 8卷 120447-120455页
作者: Souza, Jose Fabricio L. Santana, Gabriel L. Batista, Leonardo V. Oliveira, Gustavo P. Roemers-Oliveira, Eduardo Santos, Moises D. Univ Fed Paraiba Petr Engn Modelling Lab BR-58051900 Joao Pessoa Paraiba Brazil Univ Fed Paraiba Comp Vis Lab BR-58051900 Joao Pessoa Paraiba Brazil Petrobras Res Ctr BR-21941915 Rio De Janeiro Brazil
Seismic image interpretation is indispensable for oil and gas industry. Currently, artificial intelligence has been undertaken to increase the level of confidence in exploratory activities. Detecting potentially recov... 详细信息
来源: 评论
Fused GRU with semantic-temporal attention for video captioning
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NEUROCOMPUTING 2020年 395卷 222-228页
作者: Gao, Lianli Wang, Xuanhan Song, Jingkuan Liu, Yang Univ Elect Sci & Technol China Sch Comp Sci & Engn Beijing 611731 Peoples R China Tsinghua Univ Dept Comp Sci Beijing 10000 Peoples R China
The encoder-decoder framework has been widely used for video captioning to achieve promising results, and various attention mechanisms are proposed to further improve the performance. While temporal attention determin... 详细信息
来源: 评论
CNN-DMRI: A Convolutional Neural Network for Denoising of Magnetic Resonance Images
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PATTERN RECOGNITION LETTERS 2020年 135卷 57-63页
作者: Tripathi, Prasun Chandra Bag, Soumen Indian Inst Technol Dept Comp Sci & Engn Indian Sch Mines Dhanabd Dhanbad 826004 Bihar India
Magnetic Resonance Images (MRI) are often contaminated by rician noise at the acquisition time. This type of noise typically deteriorates the performance of disease diagnosis by a human observer or an automated system... 详细信息
来源: 评论
FCN-Based DenseNet Framework for Automated Detection and Classification of Skin Lesions in Dermoscopy Images
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IEEE ACCESS 2020年 8卷 150377-150396页
作者: Adegun, Adekanmi A. Viriri, Serestina Univ KwaZulu Natal Sch Math Stat & Comp Sci ZA-4000 Durban South Africa
Skin Lesion detection and classification are very critical in diagnosing skin malignancy. Existing Deep learning-based Computer-aided diagnosis (CAD) methods still perform poorly on challenging skin lesions with compl... 详细信息
来源: 评论
Global Semantic Consistency Network for Image Manipulation Detection
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IEEE SIGNAL PROCESSING LETTERS 2020年 27卷 1755-1759页
作者: Shi, Zenan Shen, Xuanjing Chen, Haipeng Lyu, Yingda Jilin Univ Minist Educ Key Lab Symbol Computat & Knowledge Engn Changchun 130012 Peoples R China Jilin Univ Coll Comp Sci & Technol Changchun 130012 Peoples R China Jilin Univ Ctr Comp Fundamental Educ Changchun 130012 Peoples R China
This letter focuses on image manipulation detection which aims to recognize the manipulated regions under the contextual semantic information. Existing approaches usually overlook the semantic discrepancy between diff... 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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