4.7 Article

Frequency-Wavenumber Analysis of Deep Learning-based Super Resolution 3D GPR Images

相关参考文献

注意:仅列出部分参考文献,下载原文获取全部文献信息。
Article Construction & Building Technology

A novel 3D GPR image arrangement for deep learning-based underground object classification

Namgyu Kim et al.

Summary: This study proposes a novel underground object classification method using two-dimensional grid images and deep learning technology, which can better represent the spatial information of underground objects. Experimental results show that the proposed method outperforms conventional methods in classifying underground objects.

INTERNATIONAL JOURNAL OF PAVEMENT ENGINEERING (2021)

Article Engineering, Multidisciplinary

Deep super resolution crack network (SrcNet) for improving computer vision-based automated crack detectability in in situ bridges

Hyunjin Bae et al.

Summary: This article introduces a new deep learning approach, SrcNet, which improves crack detection by enhancing the resolution of raw digital images. Experimental results show a 24% improvement in crack detection compared to using raw images.

STRUCTURAL HEALTH MONITORING-AN INTERNATIONAL JOURNAL (2021)

Article Engineering, Multidisciplinary

Deep learning-based automated underground cavity detection using three-dimensional ground penetrating radar

Man-Sung Kang et al.

STRUCTURAL HEALTH MONITORING-AN INTERNATIONAL JOURNAL (2020)

Article Construction & Building Technology

Deep learning-based underground object detection for urban road pavement

Namgyu Kim et al.

INTERNATIONAL JOURNAL OF PAVEMENT ENGINEERING (2020)

Article Geochemistry & Geophysics

Sensitive Damage Detection of Reinforced Concrete Bridge Slab by Time-Variant Deconvolution of SHF-Band Radar Signal

Takahiro Yamaguchi et al.

IEEE TRANSACTIONS ON GEOSCIENCE AND REMOTE SENSING (2019)

Article Environmental Sciences

3D GPR Image-based UcNet for Enhancing Underground Cavity Detectability

Man-Sung Kang et al.

REMOTE SENSING (2019)

Article Environmental Sciences

Sinkhole formation hazard assessment

Piotr Strzalkowski

ENVIRONMENTAL EARTH SCIENCES (2019)

Article Engineering, Electrical & Electronic

Triplanar Imaging of 3-D GPR Data for Deep-Learning-Based Underground Object Detection

Namgyu Kim et al.

IEEE JOURNAL OF SELECTED TOPICS IN APPLIED EARTH OBSERVATIONS AND REMOTE SENSING (2019)

Article Geosciences, Multidisciplinary

Signal Processing of GPR Data for Road Surveys

Luca Bianchini Ciampoli et al.

GEOSCIENCES (2019)

Article Geochemistry & Geophysics

GPR random noise reduction using BPD and EMD

Roya Ostoori et al.

JOURNAL OF GEOPHYSICS AND ENGINEERING (2018)

Article Engineering, Electrical & Electronic

A signal processing methodology for assessing the performance of ASTM standard test methods for GPR systems

Francesco Benedetto et al.

SIGNAL PROCESSING (2017)

Article Multidisciplinary Sciences

Critical Analysis of Background Subtraction Techniques on Real GPR Data

Prabhat Sharma et al.

DEFENCE SCIENCE JOURNAL (2017)

Article Computer Science, Artificial Intelligence

Application of Neural Network Enhanced Ground-Penetrating Radar to Localization of Burial Sites

Ewelina Mazurkiewicz et al.

APPLIED ARTIFICIAL INTELLIGENCE (2016)

Article Computer Science, Interdisciplinary Applications

gprMax: Open source software to simulate electromagnetic wave propagation for Ground Penetrating Radar

Craig Warren et al.

COMPUTER PHYSICS COMMUNICATIONS (2016)

Article Engineering, Electrical & Electronic

Accounting for Surface Refraction in Velocity Semblance Analysis With Air-Coupled GPR

Jan De Pue et al.

IEEE JOURNAL OF SELECTED TOPICS IN APPLIED EARTH OBSERVATIONS AND REMOTE SENSING (2016)

Article Computer Science, Artificial Intelligence

Image Super-Resolution Using Deep Convolutional Networks

Chao Dong et al.

IEEE TRANSACTIONS ON PATTERN ANALYSIS AND MACHINE INTELLIGENCE (2016)

Proceedings Paper Construction & Building Technology

A Study on the Performance of GPR for Detection of Different Types of Buried Objects

Derya Toksoz et al.

WORLD MULTIDISCIPLINARY CIVIL ENGINEERING-ARCHITECTURE-URBAN PLANNING SYMPOSIUM 2016, WMCAUS 2016 (2016)

Article Geochemistry & Geophysics

Combination of H-Alpha Decomposition and Migration for Enhancing Subsurface Target Classification of GPR

Xuan Feng et al.

IEEE TRANSACTIONS ON GEOSCIENCE AND REMOTE SENSING (2015)

Article Geochemistry & Geophysics

Fast Analysis of C-Scans From Ground Penetrating Radar via 3-D Haar-Like Features With Application to Landmine Detection

Przemyslaw Klesk et al.

IEEE TRANSACTIONS ON GEOSCIENCE AND REMOTE SENSING (2015)

Article Geochemistry & Geophysics

Iterative Tensor Voting for Pavement Crack Extraction Using Mobile Laser Scanning Data

Haiyan Guan et al.

IEEE TRANSACTIONS ON GEOSCIENCE AND REMOTE SENSING (2015)

Article Computer Science, Interdisciplinary Applications

A Pavement Crack Detection Method Combining 2D with 3D Information Based on Dempster-Shafer Theory

Jianping Huang et al.

COMPUTER-AIDED CIVIL AND INFRASTRUCTURE ENGINEERING (2014)

Article Instruments & Instrumentation

Complete noncontact laser ultrasonic imaging for automated crack visualization in a plate

Yun-Kyu An et al.

SMART MATERIALS AND STRUCTURES (2013)

Article Engineering, Multidisciplinary

Noncontact laser ultrasonic crack detection for plates with additional structural complexities

Yun-Kyu An et al.

STRUCTURAL HEALTH MONITORING-AN INTERNATIONAL JOURNAL (2013)

Article Geosciences, Multidisciplinary

GPR data time varying deconvolution by kurtosis maximization

Nikos Economou et al.

JOURNAL OF APPLIED GEOPHYSICS (2012)

Article Computer Science, Artificial Intelligence

Image Super-Resolution Via Sparse Representation

Jianchao Yang et al.

IEEE TRANSACTIONS ON IMAGE PROCESSING (2010)

Article Computer Science, Artificial Intelligence

Single-Image Super-Resolution Using Sparse Regression and Natural Image Prior

Kwang In Kim et al.

IEEE TRANSACTIONS ON PATTERN ANALYSIS AND MACHINE INTELLIGENCE (2010)

Article Materials Science, Characterization & Testing

GPR signal de-noising by discrete wavelet transform

Jamel Baili et al.

NDT & E INTERNATIONAL (2009)

Article Engineering, Electrical & Electronic

Compressive sensing for subsurface imaging using ground penetrating radar

Ali C. Gurbuz et al.

SIGNAL PROCESSING (2009)

Article Instruments & Instrumentation

Frequency-wavenumber domain filtering for improved damage visualization

M. Ruzzene

SMART MATERIALS & STRUCTURES (2007)

Article Engineering, Electrical & Electronic

Super-resolution imaging for point reflectors near transmitting and receiving array

T Miwa et al.

IEEE TRANSACTIONS ON ANTENNAS AND PROPAGATION (2004)