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Learn an Index Operator by CNN for Solving Diffusive Optical Tomography: A Deep Direct Sampling Method
期刊论文
JOURNAL OF SCIENTIFIC COMPUTING, 2023, 卷号: 95, 期号: 1
作者:
Guo, Ruchi
;
Jiang, Jiahua
;
Li, Yi
Adobe PDF(3817Kb)
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浏览/下载:572/116
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提交时间:2023/04/03
Deep learning
Inverse problems
Direct sampling methods
Diffusive optical tomography
Reconstruction algorithm
Robust Wirtinger Flow Algorithm for Channel Coded Blind Demixing
会议论文
IEEE INTERNATIONAL CONFERENCE ON COMMUNICATIONS, Seoul, Korea, Republic of, May 16, 2022 - May 20, 2022
作者:
Jalali, Amin
;
Shi, Yuanming
;
Ding, Zhi
Adobe PDF(1149Kb)
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浏览/下载:302/0
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提交时间:2022/09/23
Access control
Channel state information
Computer system recovery
Internet of things
Recovery
Signal reconstruction
Blind demixing
De-mixing
Flow algorithm
Forward error correction constraint
Forward error correction codes
Forward error-correction
Multiple user
Signal recovery
Users access
Wirtinger flow
Limited-view photoacoustic imaging reconstruction with dual domain inputs based on mutual inforamtion
会议论文
PROCEEDINGS - INTERNATIONAL SYMPOSIUM ON BIOMEDICAL IMAGING, Nice, France, April 13, 2021 - April 16, 2021
作者:
Zhang, Jiadong
;
Lan, Hengrong
;
Yang, Changchun
;
Lyu, Tengbo
;
Guo, Shangshan
Adobe PDF(1367Kb)
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浏览/下载:464/0
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提交时间:2021/12/03
Frequency domain analysis
Medical imaging
Photoacoustic effect
Textures
Tissue
Transducers
Ultrasonic transducers
Environmental limitations
Image reconstruction algorithm
Information sharing
Mutual informations
Photo
acoustic imaging
Photoacoustic tomography
Reconstruction algorithms
Ultrasound transducers
CONSTRUCT DEEP NEURAL NETWORKS BASED ON DIRECT SAMPLING METHODS FOR SOLVING ELECTRICAL IMPEDANCE TOMOGRAPHY
期刊论文
SIAM JOURNAL ON SCIENTIFIC COMPUTING, 2021, 卷号: 43, 期号: 3, 页码: B678-B711
作者:
Guo, Ruchi
;
Jiang, Jiahua
Adobe PDF(12371Kb)
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浏览/下载:1036/218
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提交时间:2021/08/20
deep learning
inverse problems
direct sampling methods
electrical impedance tomography
reconstruction algorithm
limited boundary data
Convolutional neural networks
Electric impedance
Electric impedance measurement
Electric impedance tomography
Inverse problems
Boundary measurements
Computational costs
Direct sampling method
Electrical impedance tomography
Fully connected neural network
High quality reconstruction
Inhomogeneous inclusions
Numerical experiments
D-OAMP: A denoising-based signal recovery algorithm for compressed sensing
会议论文
2016 IEEE GLOBAL CONFERENCE ON SIGNAL AND INFORMATION PROCESSING (GLOBALSIP), Washington, DC, 7-9 Dec. 2016
作者:
Zhipeng Xue
;
Junjie Ma
;
Xiaojun Yuan
Adobe PDF(272Kb)
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浏览/下载:901/223
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提交时间:2018/01/05
Sensors
Fingerprint recognition
Approximation algorithms
Compressed sensing
Image reconstruction
Algorithm design and analysis
AWGN
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