Deep Convolutional Denoising Autoencoders with Network Structure Optimization for the High-Fidelity Attenuation of Random GPR Noise

Application of Denoising CNN for Noise Suppression and Weak Signal Extraction of Lunar Penetrating Radar Data

(2021) Haoqiu Zhou et al.   Remote Sensing

GPR laboratory tests and numerical models to characterize cracks in cement concrete specimens, exemplifying damage in rigid pavement

(2020) Mezgeen A. Rasol et al.   MEASUREMENT

Direct Wave Denoising of Low‐frequency Ground‐Penetrating Radar in Open Pits Based on Empirical Curvelet Transform

(2020) Tao He et al.   Near Surface Geophysics

GPR Detection of Tunnel Lining Cavities and Reverse-time Migration Imaging

(2020) Yu-zeng Lyu et al.   Applied Geophysics

Deep denoising autoencoder for seismic random noise attenuation

(2020) Omar M. Saad et al.   GEOPHYSICS

Radar Image Series Denoising of Space Targets Based on Gaussian Process Regression

(2019) Xueru Bai et al.   IEEE TRANSACTIONS ON GEOSCIENCE AND REMOTE SENSING

Assessing Rebar Corrosion through the Combination of Nondestructive GPR and IRT Methodologies

(2019) Solla et al.   Remote Sensing

Dip Filter and Random Noise Suppression for GPR B-Scan Data Based on a Hybrid Method in f - x Domain

(2019) Xuebing Zhang et al.   Remote Sensing

Seismic Signal Denoising and Decomposition Using Deep Neural Networks

(2019) Weiqiang Zhu et al.   IEEE TRANSACTIONS ON GEOSCIENCE AND REMOTE SENSING

DEVDAN: Deep evolving denoising autoencoder

(2019) Andri Ashfahani et al.   NEUROCOMPUTING

Damped Dreamlet Representation for Exploration Seismic Data Interpolation and Denoising

(2018) Weilin Huang et al.   IEEE TRANSACTIONS ON GEOSCIENCE AND REMOTE SENSING

A blind test of nondestructive underground void detection by ground penetrating radar (GPR)

(2018) Wallace W.L. Lai et al.   JOURNAL OF APPLIED GEOPHYSICS

GPR random noise reduction using BPD and EMD

(2018) Roya Ostoori et al.   Journal of Geophysics and Engineering

An enhancement denoising autoencoder for rolling bearing fault diagnosis

(2018) Zong Meng et al.   MEASUREMENT

Clutter Elimination and Random-Noise Denoising of GPR Signals Using an SVD Method Based on the Hankel Matrix in the Local Frequency Domain

(2018) Wenda Bi et al.   SENSORS

Structured Graph Dictionary Learning and Application on the Seismic Denoising

(2018) Lina Liu et al.   IEEE TRANSACTIONS ON GEOSCIENCE AND REMOTE SENSING

Mathematical morphological filtering for linear noise attenuation of seismic data

(2017) Weilin Huang et al.   GEOPHYSICS

Sparse Bayesian Learning-Based Seismic Denoise by Using Physical Wavelet as Basis Functions

(2017) Li Deng et al.   IEEE Geoscience and Remote Sensing Letters

Application of the Curvelet Transform for Clutter and Noise Removal in GPR Data

(2017) Guillaume Terrasse et al.   IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing

Concrete Bridge Deck Deterioration Assessment Using Ground Penetrating Radar (GPR)

(2017) Nectaria Diamanti et al.   JOURNAL OF ENVIRONMENTAL AND ENGINEERING GEOPHYSICS

Deep residual learning for image steganalysis

(2017) Songtao Wu et al.   MULTIMEDIA TOOLS AND APPLICATIONS

Ground penetrating radar (GPR) detects fine roots of agricultural crops in the field

(2017) Xiuwei Liu et al.   PLANT AND SOIL

A method for low-frequency noise suppression based on mathematical morphology in microseismic monitoring

(2016) Huijian Li et al.   GEOPHYSICS

Enhanced GPR Signal for Layered Media Time-Delay Estimation in Low-SNR Scenario

(2016) Jianzhong Li et al.   IEEE Geoscience and Remote Sensing Letters

A New Approach of Rotated Staggered Grid FD Method With Unsplit Convolutional PML for GPR

(2016) Bin Zhang et al.   IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing

Rapid Detection Methods for Asphalt Pavement Thicknesses and Defects by a Vehicle-Mounted Ground Penetrating Radar (GPR) System

(2016) Zehua Dong et al.   SENSORS

GPR Signal Denoising and Target Extraction With the CEEMD Method

(2015) Jing Li et al.   IEEE Geoscience and Remote Sensing Letters

A Denoising Method for Detecting Reflected Waves from Buried Objects by Ground-Penetrating Radar

(2013) Makoto Kobayashi et al.   Electronics and Communications in Japan