A multiscale residual U-net architecture for super-resolution ultrasonic phased array imaging from full matrix capture data

Deep learning enables nonlinear Lamb waves for precise location of fatigue crack

(2023) Haiming Xu et al.   STRUCTURAL HEALTH MONITORING-AN INTERNATIONAL JOURNAL

Deep learning-based solvability of underdetermined inverse problems in nonlinear ultrasonic characterization of micro damages

(2022) Lishuai Liu et al.   JOURNAL OF APPLIED PHYSICS

Deep learning in automated ultrasonic NDE – Developments, axioms and opportunities

(2022) Sergio Cantero-Chinchilla et al.   NDT & E INTERNATIONAL

An optimized total focusing method based on delay-multiply-and-sum for nondestructive testing

(2022) Da Teng et al.   ULTRASONICS

Visual geometry Group-UNet: Deep learning ultrasonic image reconstruction for curved parts

(2021) Yujian Mei et al.   JOURNAL OF THE ACOUSTICAL SOCIETY OF AMERICA

Automated Defect Detection From Ultrasonic Images Using Deep Learning

(2021) Duje Medak et al.   IEEE TRANSACTIONS ON ULTRASONICS FERROELECTRICS AND FREQUENCY CONTROL

Performance enhancement of convolutional neural network for ultrasonic flaw classification by adopting autoencoder

(2020) Nauman Munir et al.   NDT & E INTERNATIONAL

Ultrasonic signal denoising based on autoencoder

(2020) Fei Gao et al.   REVIEW OF SCIENTIFIC INSTRUMENTS

Full-Matrix Phase Shift Migration Method for Transcranial Ultrasonic Imaging

(2020) Chen Jiang et al.   IEEE TRANSACTIONS ON ULTRASONICS FERROELECTRICS AND FREQUENCY CONTROL

Super-resolution visualization of subwavelength defects via deep learning-enhanced ultrasonic beamforming: A proof-of-principle study

(2020) Homin Song et al.   NDT & E INTERNATIONAL

Deconvolution of ultrasonic signals using a convolutional neural network

(2020) Arthur Chapon et al.   ULTRASONICS

Machine learning for data-driven discovery in solid Earth geoscience

(2019) Karianne J. Bergen et al.   SCIENCE

Liquid level detection in porcelain bushing type terminals using piezoelectric transducers based on auto-encoder networks

(2019) Xiaobin Hong et al.   MEASUREMENT

Solving inverse problems using data-driven models

(2019) Simon Arridge et al.   ACTA NUMERICA

On the use of deep learning for computational imaging

(2019) George Barbastathis et al.   Optica

Using Deep Neural Networks for Inverse Problems in Imaging: Beyond Analytical Methods

(2018) Alice Lucas et al.   IEEE SIGNAL PROCESSING MAGAZINE

Inverse Problem of Ultrasound Beamforming With Sparsity Constraints and Regularization

(2018) Ece Ozkan et al.   IEEE TRANSACTIONS ON ULTRASONICS FERROELECTRICS AND FREQUENCY CONTROL

Carburization level identification in industrial HP pipes using ultrasonic evaluation and machine learning

(2018) Lucas F.M. Rodrigues et al.   ULTRASONICS

Deep-Learning Systems for Domain Adaptation in Computer Vision: Learning Transferable Feature Representations

(2017) Hemanth Venkateswara et al.   IEEE SIGNAL PROCESSING MAGAZINE

Deep Convolutional Neural Network for Inverse Problems in Imaging

(2017) Kyong Hwan Jin et al.   IEEE TRANSACTIONS ON IMAGE PROCESSING

Low-Dose CT With a Residual Encoder-Decoder Convolutional Neural Network

(2017) Hu Chen et al.   IEEE TRANSACTIONS ON MEDICAL IMAGING

Image Super-Resolution Using Deep Convolutional Networks

(2016) Chao Dong et al.   IEEE TRANSACTIONS ON PATTERN ANALYSIS AND MACHINE INTELLIGENCE

Beamforming Through Regularized Inverse Problems in Ultrasound Medical Imaging

(2016) Teodora Szasz et al.   IEEE TRANSACTIONS ON ULTRASONICS FERROELECTRICS AND FREQUENCY CONTROL

Underwater Acoustic Navigation Using a Beacon With a Spiral Wave Front

(2015) Benjamin R. Dzikowicz et al.   IEEE JOURNAL OF OCEANIC ENGINEERING

Multi-Transmit Beam Forming for Fast Cardiac Imaging—Experimental Validation and In Vivo Application

(2014) Ling Tong et al.   IEEE TRANSACTIONS ON MEDICAL IMAGING

A comparison between ultrasonic array beamforming and super resolution imaging algorithms for non-destructive evaluation

(2014) Chengguang Fan et al.   ULTRASONICS

Application of Deep Belief Networks for Natural Language Understanding

(2014) Ruhi Sarikaya et al.   IEEE-ACM Transactions on Audio Speech and Language Processing

Comparison of ultrasonic array imaging algorithms for nondestructive evaluation

(2013) Jie Zhang et al.   IEEE TRANSACTIONS ON ULTRASONICS FERROELECTRICS AND FREQUENCY CONTROL

Time reversal multiple-input/multiple-output acoustic communication enhanced by parallel interference cancellation

(2012) Aijun Song et al.   JOURNAL OF THE ACOUSTICAL SOCIETY OF AMERICA

Model-Based Image Reconstruction for MRI

(2010) Jeffrey Fessler   IEEE SIGNAL PROCESSING MAGAZINE

An analytical comparison of ultrasonic array imaging algorithms

(2010) Alexander Velichko et al.   JOURNAL OF THE ACOUSTICAL SOCIETY OF AMERICA

Seismic tomography with the reversible jump algorithm

(2009) Thomas Bodin et al.   GEOPHYSICAL JOURNAL INTERNATIONAL

Seismic imaging of complex onshore structures by 2D elastic frequency-domain full-waveform inversion

(2009) Romain Brossier et al.   GEOPHYSICS

Ultrasonic Guided Wave Imaging Techniques in Structural Health Monitoring

(2009) Fei Yan et al.   JOURNAL OF INTELLIGENT MATERIAL SYSTEMS AND STRUCTURES

The wavenumber algorithm for full-matrix imaging using an ultrasonic array

(2008) A.J. Hunter et al.   IEEE TRANSACTIONS ON ULTRASONICS FERROELECTRICS AND FREQUENCY CONTROL

Prior image constrained compressed sensing (PICCS): A method to accurately reconstruct dynamic CT images from highly undersampled projection data sets

(2008) Guang-Hong Chen et al.   MEDICAL PHYSICS

In situ 2-D piezoelectric wafer active sensors arrays for guided wave damage detection

(2008) Lingyu Yu et al.   ULTRASONICS