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检索条件"主题词=convolutional autoencoder"
407 条 记 录,以下是261-270 订阅
排序:
Deep Representation-Based Feature Extraction and Recovering for Finger-Vein Verification
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IEEE TRANSACTIONS ON INFORMATION FORENSICS AND SECURITY 2017年 第8期12卷 1816-1829页
作者: Qin, Huafeng El-Yacoubi, Mounim A. Univ Paris Saclay CNRS Telecom SudParis SAMOVAR F-91011 Paris France Chongqing Technol & Business Univ Chongqing 400067 Peoples R China
Finger-vein biometrics has been extensively investigated for personal verification. Despite recent advances in finger-vein verification, current solutions completely depend on domain knowledge and still lack the robus... 详细信息
来源: 评论
MS2A-Net: Multiscale Spectral-Spatial Association Network for Hyperspectral Image Clustering
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IEEE JOURNAL OF SELECTED TOPICS IN APPLIED EARTH OBSERVATIONS AND REMOTE SENSING 2022年 15卷 6518-6530页
作者: Shahi, Kasra Rafiezadeh Ghamisi, Pedram Rasti, Behnood Gloaguen, Richard Scheunders, Paul Univ Antwerp Dept Phys Imec Visionlab B-2000 Antwerp Belgium Helmholtz Inst Freiberg Resource Technol Helmholtz Zentrum Dresden Rossendorf D-09599 Freiberg Germany Inst Adv Res Artificial Intelligence A-1030 Vienna Austria
Remote sensing hyperspectral cameras acquire high spectral-resolution data that reveal valuable composition information on the targets (e.g., for Earth observation and environmental applications). The intrinsic high d... 详细信息
来源: 评论
Quantifying Asymmetry Between Medial and Lateral Compartment Knee Loading Forces Using Acoustic Emissions
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IEEE TRANSACTIONS ON BIOMEDICAL ENGINEERING 2022年 第4期69卷 1541-1551页
作者: Jeong, Hyeon Ki An, Sungtae Herrin, Kinsey Scherpereel, Keaton Young, Aaron Inan, Omer T. Georgia Inst Technol Sch Elect & Comp Engn Atlanta GA 30332 USA Georgia Inst Technol Sch Comp Sci Atlanta GA 30332 USA Georgia Inst Technol Sch Mech Engn Atlanta GA 30332 USA Georgia Inst Technol Wallace H Coulter Dept Biomed Engn Atlanta GA 30332 USA
Objective: Osteoarthritis is the most common type of knee arthritis that can be affected by excessive and compressive loads and can affect one or more compartments of the knee: medial, lateral, and patellofemoral. The... 详细信息
来源: 评论
Multi-stream pyramid collaborative network for spectral unmixing
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INTERNATIONAL JOURNAL OF REMOTE SENSING 2024年 第8期45卷 2674-2701页
作者: Wang, Jie Ni, Mengying Wang, Zhixiang Yan, Yu Cheng, Xiang Xu, Jindong Yantai Univ Sch Comp & Control Engn Yantai Peoples R China Peking Univ Sch Informat Sci & Technol Beijing Peoples R China
convolutional autoencoder, which can well model the spatial correlation of the data, have been widely applied to spectral unmixing task and achieved desirable performance. However, the fixed geometric structure of con... 详细信息
来源: 评论
Unsupervised annual change detection from optical-SAR fused satellite image time-series using 3D-CAE
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INTERNATIONAL JOURNAL OF REMOTE SENSING 2023年 第5期44卷 1628-1642页
作者: Paul, Subir la Rosa, Laura Elena Cue Ghamisi, Pedram Gloaguen, Richard Helmholtz Inst Freiberg Resource Technol H Helmholtz Zent Dresden Rossendorf HZDR Freiberg Germany Inst Adv Res Artificial Intelligence IARAI Vienna Austria Helmholtz Inst Freiberg Resource Technol H Helmholtz Zent Dresden Rossendorf HZDR D-09599 Freiberg Germany
Satellite images are widely used for change detection in various applications, like, agricultural and forest cover area monitoring and management, urban planning, disaster management etc. which require prior informati... 详细信息
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Unsupervised Abnormal Sensor Signal Detection With Channelwise Reconstruction Errors
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IEEE ACCESS 2021年 9卷 39995-40007页
作者: Kwak, Mingu Kim, Seoung Bum Korea Univ Sch Ind Management Engn Seoul 02841 South Korea
Detecting an anomaly in multichannel signal data is a challenging task in various domains. It should take into account the cross-channel relationship and temporal relationship within each channel. Moreover, the signal... 详细信息
来源: 评论
EGFR Assessment in Lung Cancer CT Images: Analysis of Local and Holistic Regions of Interest Using Deep Unsupervised Transfer Learning
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IEEE ACCESS 2021年 9卷 58667-58676页
作者: Silva, Francisco Pereira, Tania Morgado, Joana Frade, Julieta Mendes, Jose Freitas, Claudia Negrao, Eduardo De Lima, Beatriz Flor Silva, Miguel Correia Da Madureira, Antonio J. Ramos, Isabel Hespanhol, Venceslau Costa, Jose Luis Cunha, Antonio Oliveira, Helder P. Inst Syst & Comp Engn Technol & Sci INESC TEC P-4200465 Porto Portugal Univ Porto FEUP Fac Engn P-4200465 Porto Portugal Univ Porto FCUP Fac Sci P-4169007 Porto Portugal Ctr Hosp & Univ Sao Joao CHUSJ P-4200319 Porto Portugal Univ Porto FMUP Fac Med P-4200319 Porto Portugal Univ Porto Inst Invest & Inovacao Saude i3S P-4200135 Porto Portugal Univ Porto IPATIMUP Inst Mol Pathol & Immunol P-4200135 Porto Portugal Univ Tras Os Montes & Alto Douro UTAD P-5001801 Vila Real Portugal
Statistics have demonstrated that one of the main factors responsible for the high mortality rate related to lung cancer is the late diagnosis. Precision medicine practices have shown advances in the individualized tr... 详细信息
来源: 评论
Deep Learning Analysis of Coronary Arteries in Cardiac CT Angiography for Detection of Patients Requiring Invasive Coronary Angiography
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IEEE TRANSACTIONS ON MEDICAL IMAGING 2020年 第5期39卷 1545-1557页
作者: Zreik, Majd van Hamersvelt, Robbert W. Khalili, Nadieh Wolterink, Jelmer M. Voskuil, Michiel Viergever, Max A. Leiner, Tim Isgum, Ivana Univ Med Ctr Utrecht Image Sci Inst NL-3584 CS Utrecht Netherlands Univ Med Ctr Utrecht Dept Radiol NL-3584 CS Utrecht Netherlands Univ Amsterdam Dept Biomed Engn & Phys Med Ctr NL-1105 AZ Amsterdam Netherlands Univ Med Ctr Utrecht Dept Cardiol NL-3584 CS Utrecht Netherlands Univ Utrecht NL-3512 JE Utrecht Netherlands Univ Amsterdam Dept Radiol & Nucl Med Med Ctr NL-1105 AZ Amsterdam Netherlands
In patients with obstructive coronary artery disease, the functional significance of a coronary artery stenosis needs to be determined to guide treatment. This is typically established through fractional flow reserve ... 详细信息
来源: 评论
Quality grading method for Pleurotus eryngii during postharvest storage based on hyperspectral imaging and multiple quality indicators
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FOOD CONTROL 2024年 166卷
作者: Wei, Ziyuan Liu, Haoling Xu, Jinghua Li, Yihang Hu, Jin Tian, Shijie Northwest A&F Univ Coll Mech & Elect Engn Yangling 712100 Shaanxi Peoples R China Northwest A&F Univ Coll Informat Engn Yangling 712100 Shaanxi Peoples R China Minist Agr & Rural Affairs Key Lab Agr Internet Things Yangling 712100 Shaanxi Peoples R China
During storage, Pleurotus eryngii is prone to spoilage, significantly affecting their commercial value. This study addresses the issue of inconsistent quality grading standards and low detection accuracy for Pleurotus... 详细信息
来源: 评论
An Intellectual Detection System for Intrusions based on Collaborative Machine Learning
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INTERNATIONAL JOURNAL OF ADVANCED COMPUTER SCIENCE AND APPLICATIONS 2020年 第2期11卷 446-452页
作者: Dhikhi, T. Saravanan, M. S. Saveetha Inst Med & Tech Sci Saveetha Sch Engn Chennai Tamil Nadu India SRM Inst Sci & Technol Chennai Tamil Nadu India
The necessity for safety of information in a network has inflated due to the impressive growth of web applications. Several methods of intrusion detection are used to detect irregularities which depend on precision, d... 详细信息
来源: 评论