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检索条件"主题词=convolutional autoencoder"
407 条 记 录,以下是261-270 订阅
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Cluster activation mapping with application to computed tomography scans of the lung
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JOURNAL OF MEDICAL IMAGING 2022年 第2期9卷 026001页
作者: Ryan, Sarah M. Carlson, Nichole E. Butler, Harris Fingerlin, Tasha E. Maier, Lisa A. Xing, Fuyong Univ Colorado Denver Dept Biostat & Informat Anschutz Med Campus Aurora CO 80204 USA Natl Jewish Hlth Dept Biomed Res Denver CO USA Univ Colorado Denver Dept Epidemiol Anschutz Med Campus Aurora CO USA Natl Jewish Hlth Dept Med Denver CO USA Univ Colorado Denver Dept Med Anschutz Med Campus Aurora CO USA Univ Colorado Denver Dept Environm & Occupat Hlth Anschutz Med Campus Aurora CO USA
Purpose: An open question in deep clustering is how to explain what in the image is driving the cluster assignments. This is especially important for applications in medical imaging when the derived cluster assignment... 详细信息
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Patch-based Sparse and convolutional autoencoders for Anomaly Detection in Hyperspectral Images  28
Patch-based Sparse and Convolutional Autoencoders for Anomal...
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28th Iranian Conference on Electrical Engineering (ICEE)
作者: Rezvanian, Amir Reza Imani, Maryam Ghassemian, Hassan Tarbiat Modares Univ Fac Elect & Comp Engn Image Proc & Informat Anal Lab Tehran Iran
Anomaly target detection is one of the major aims of Hyperspectral Image (HSI) processing. Since anomalous pixels Compose a small fraction of the hyperspectral data cube, the use of supervised neural networks presents... 详细信息
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TRANSFORMING SEISMOCARDIOGRAMS INTO ELECTROCARDIOGRAMS BY APPLYING convolutional autoencoderS
TRANSFORMING SEISMOCARDIOGRAMS INTO ELECTROCARDIOGRAMS BY AP...
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IEEE International Conference on Acoustics, Speech, and Signal Processing (ICASSP)
作者: Haescher, Marian Hoepfner, Florian Chodan, Wencke Kraft, Dimitri Aehnelt, Mario Urban, Bodo Univ Rostock Rostock Germany Fraunhofer IGD Rostock Germany
Electrocardiograms constitute the key diagnostic tool for cardiologists. While their diagnostic value is yet unparalleled, electrode placement is prone to errors, and sticky electrodes pose a risk for skin irritations... 详细信息
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A comprehensive comparison of handcrafted features and convolutional autoencoders for epileptic seizures detection in EEG signals
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EXPERT SYSTEMS WITH APPLICATIONS 2021年 163卷 113788-113788页
作者: Shoeibi, Afshin Ghassemi, Navid Alizadehsani, Roohallah Rouhani, Modjtaba Hosseini-Nejad, Hossein Khosravi, Abbas Panahiazar, Maryam Nahavandi, Saeid KN Toosi Univ Technol Fac Elect & Comp Engn Tehran Iran Ferdowsi Univ Mashhad Comp Engn Dept Mashhad Razavi Khorasan Iran Deakin Univ Inst Intelligent Syst Res & Innovat IISRI Geelong Vic 3217 Australia Univ Calif San Francisco San Francisco CA 94143 USA
Epilepsy, a brain disease generally associated with seizures, has tremendous effects on people's quality of life. Diagnosis of epileptic seizures is commonly performed on electroencephalography (EEG) signals, and ... 详细信息
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Application of light-weighted CNN for diagnosis of internal concrete defects using hammering sound
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NONDESTRUCTIVE TESTING AND EVALUATION 2024年 第8期39卷 2426-2449页
作者: Lu, Chi Sonoda, Yoshimi Kyushu Univ Dept Civil Engn Fukuoka Japan
In the past, diagnoses of the internal defects of ageing concrete members by sound tests have relied on the ability and experience of the inspector. However, with the development of deep neural networks, building diag... 详细信息
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Study on classification of attention deficit hyperactivity disorder based on dual-channel autoencoder
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JOURNAL OF ELECTRONIC IMAGING 2024年 第2期33卷 023032-023032页
作者: Zhu, Saisai Sun, Daoqing Liu, Zifan Zhao, Shanhui Yang, Yang Chen, Fulong Anhui Normal Univ Sch Comp & Informat Wuhu Peoples R China Anhui Engn Res Ctr Med Big Data Intelligent Syst Wuhu Peoples R China
Magnetic resonance imaging (MRI) is extensively utilized in psychiatric disorder diagnosis. However, the high-dimensional nature of the data poses challenges in network training. We propose a classification approach l... 详细信息
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Quality inspection of translucent and micro-structured functional surfaces  3
Quality inspection of translucent and micro-structured funct...
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Conference on AI and Optical Data Sciences III
作者: Brosch, Nicole Ginner, Laurin Schneider, Sarah Antensteiner, Doris Traxler, Lukas AIT Austrian Inst Technol Giefinggasse 4 A-1210 Vienna Austria Tufts Univ Human Robot Interact Lab Boston Ave 200 Medford MA 02155 USA
Micro-structured films with surface riblets are used to reduce aerodynamic drag. This is especially relevant on fast and large objects such as on aircraft wings, where they are installed to increase efficiency (e.g., ... 详细信息
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Towards an Efficient Facial Image Compression with Neural Networks  21st
Towards an Efficient Facial Image Compression with Neural Ne...
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21st International Conference on Image Analysis and Processing (ICIAP)
作者: Spatafora, Maria Ausilia Napoli Ortis, Alessandro Battiato, Sebastiano Univ Catania Dept Math & Comp Sci Catania Italy
Digital images are more and more part of everyday life. Efficient compression methods are needed to reduce the disk-space usage for their storage and the bandwidth for their transmission while keeping the resolution a... 详细信息
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Autonomous Drones in Urban Navigation: autoencoder Learning Fusion for Aerodynamics
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JOURNAL OF CONSTRUCTION ENGINEERING AND MANAGEMENT 2024年 第7期150卷
作者: Wu, Jiahao Ye, Yang Du, Jing Univ Florida Dept Civil & Coastal Engn Informat Cobots & Intelligent Construct Lab Gainesville FL 32611 USA
Drones are becoming indispensable in emergency search and rescue (SAR), particularly in intricate urban areas where rapid and accurate response is crucial. This study addresses the pressing need for enhancing drone na... 详细信息
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Non-intrusive data-driven reduced-order modeling for time-dependent parametrized problems
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JOURNAL OF COMPUTATIONAL PHYSICS 2024年 497卷
作者: Duan, Junming Hesthaven, Jan S. Ecole Polytech Fed Lausanne Chair Computat Math & Simulat Sci CH-1015 Lausanne Switzerland Univ Wurzburg Fak Math & Informat Emil Fischer Str 40 D-97070 Wurzburg Germany
Reduced-order models are indispensable for multi-query or real-time problems. However, there are still many challenges to constructing efficient ROMs for time-dependent parametrized problems. Using a linear reduced sp... 详细信息
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