3DInvNet: a deep learning-based 3D ground-penetrating radar data inversion

3DInvNet: a deep learning-based 3D ground-penetrating radar data inversion

The reconstruction of the 3D permittivity map from ground-penetrating radar (GPR) data is of great importance for mapping subsurface environments and inspecting underground structural integrity. Traditional iterative 3D reconstruction algorithms suffer from strong non-linearity, ill-posedness, an...

Saved in:

書目詳細資料
Main Authors:	Dai, Qiqi, Lee, Yee Hui, Sun, Hai-Han, Ow, Genevieve, Yusof, Mohamed Lokman Mohd, Yucel, Abdulkadir C.
其他作者:	School of Electrical and Electronic Engineering
格式:	Article
語言:	English
出版:	2023
主題:	Engineering::Electrical and electronic engineering Deep Learning Denoising
在線閱讀:	https://hdl.handle.net/10356/169999
標簽:	添加標簽沒有標簽, 成為第一個標記此記錄!
機構:	Nanyang Technological University
語言:	English

相似書籍

Automatic dual-polarized ground penetrating radar for enhanced 3-D tree roots system architecture reconstruction
由: Luo, Wenhao, et al.
出版: (2025)

The deep learning techniques applied to electromagnetic imaging via ground-penetrating radar
由: Dai, Qiqi
出版: (2023)

Impulsive noise reduction for transient Earth voltage-based partial discharge using Wavelet-entropy
由: Luo, Guomin, et al.
出版: (2016)

Enhancement and bias removal of optical coherence tomography images: An iterative approach with adaptive bilateral filtering
由: Palanisamy, P., et al.
出版: (2017)

Sparse Sequential Generalization of K-means for dictionary training on noisy signals
由: Sahoo, Sujit Kumar, et al.
出版: (2017)

Estimating parameters of the tree root in heterogeneous soil environments via mask-guided multi-polarimetric integration neural network
由: Sun, Hai-Han, et al.
出版: (2022)

A deep learning-based GPR forward solver for predicting B-scans of subsurface objects
由: Dai, Qiqi, et al.
出版: (2022)

Spectrogram denoising for the automated extraction of dolphin whistle contours
由: ASITHA MALLAWAARACHCHI
出版: (2010)

WFF-BM3D : a hybrid denoising scheme for fringe patterns
由: Zhao, Ming, et al.
出版: (2018)

A compact dual-polarized Vivaldi antenna with high gain for tree radar applications
由: Cheng, Kaixuan, et al.
出版: (2024)

Slice-relation-clustering framework via horizontal angle information for 3-D tree roots reconstruction
由: Luo, Wenhao, et al.
出版: (2023)

Fringe pattern denoising based on deep learning
由: Yan, Ketao, et al.
出版: (2021)

Myocardial perfusion single-photon emission computed tomography (SPECT) image denoising: a comparative study
由: Rahimian, Abdurrahim, et al.
出版: (2023)

Image Denoising Via L1 Norm Regularization Over Adaptive Dictionary
由: HUANG XINHAI
出版: (2012)

A fast total variation minimization method for image restoration
由: Huang, Y., et al.
出版: (2014)

A framelet algorithm for enhancing video stills
由: Chan, R.H., et al.
出版: (2014)

FMCW SIGNAL PROCESSING OF GROUND PENETRATING RADAR AND 3N-GPR DISPLAY
由: YENAS - NIM : 13214022 , NURUL

Accurate tree roots positioning and sizing over undulated ground surfaces by common offset GPR measurements
由: Luo, Wenhao, et al.
出版: (2022)

Objective improvement of the visual quality of ion microscope images
由: Norarat, R., et al.
出版: (2014)

Image recovery via transform learning and low-rank modeling: the power of complementary regularizers
由: Wen, Bihan, et al.
出版: (2022)

DEVDAN: Deep evolving denoising autoencoder
由: Ashfahani, Andri, et al.
出版: (2022)

Robust motion planning for multi-robot systems against position deception attacks
由: Tang, Wenbing, et al.
出版: (2024)

Denoising Implicit Feedback for Recommendation
由: Wenjie Wang, et al.
出版: (2021)

Fast image restoration methods for impulse and Gaussian noises removal
由: Huang, Y.-M., et al.
出版: (2014)

Efficient total variation minimization methods for color image restoration
由: Wen, Y.-W., et al.
出版: (2014)

SURVEY OF DEEP NEURAL NETWORKS IN BLIND DENOISING USING DIFFERENT ARCHITECTURES AND DIFFERENT LABELS
由: LOO TIANG KUAN, LEONARD
出版: (2017)

Sequential independent component analysis for cutting forces de-noising in micro-machining tool condition monitoring
由: Zhu, K., et al.
出版: (2014)

Deep learning-based partial inductance extraction of 3-D interconnects
由: Jia, Xiaofan, et al.
出版: (2025)

Exploration and study of polarimetric ground penetrating radar imaging
由: Shao, TIanji
出版: (2016)

Deep learning for ground penetrating radar image processing
由: Koh, Leonard Deng Liang
出版: (2021)

Deep learning for ground penetrating radar image processing
由: Wang, Shiyong
出版: (2020)

Experimental study of ground penetrating radar detection and imaging
由: Wang, Lu
出版: (2015)

Design and development of wideband antennas for ground penetrating radar
由: Tan, Edmund Guo Hao
出版: (2019)

Detection of tree defects via ground penetrating radar
由: Dang, Thanh Nhan
出版: (2024)

Learning from clutter: an unsupervised learning-based clutter removal scheme for GPR B-scans
由: Dai, Qiqi, et al.
出版: (2025)

A comparison study of denoising techniques in fringe pattern analysis
由: Zhao, Ming, et al.
出版: (2018)

Self-guided learning to denoise for robust recommendation
由: GAO, Yunjun, et al.
出版: (2022)

Image processing and algorithms for medical applications
由: Ma, Tianxing
出版: (2024)

A fast modified Newton's method for curvature based denoising of 1D signals
由: Yip, A.M., et al.
出版: (2014)

A general strategy for anisotropic diffusion in MR image denoising and enhancement
由: Tong, C., et al.
出版: (2014)