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Subsurface Structure Analysis Using Computational Interpretation and Learning: A Visual Signal Processing Perspective

Ghassan AlRegib, Mohamed Deriche, Zhiling Long, Haibin Di, Zhen Wang, Yazeed Alaudah, Muhammad Amir Shafiq, Motaz Alfarraj
2018 IEEE Signal Processing Magazine  
Second, we discuss the challenges in seismic interpretation and provide insights and some directions to address such challenges using emerging machine learning algorithms.  ...  By viewing the seismic volumes that are generated through the processing of recorded seismic traces, researchers were able to learn from applying advanced image processing and computer vision algorithms  ...  ACKNOWLEDGMENTS The authors would like to acknowledge the support of the Center for Energy and Geo Processing (CeGP) at the Georgia Institute of Technology and King Fahd University of Petroleum and Minerals  ... 
doi:10.1109/msp.2017.2785979 fatcat:2ruplmvuezf2jeotfu62t5nsxi

Robust Concurrent Detection of Salt Domes and Faults in Seismic Surveys using an Improved UNet Architecture

Mustafa Alfarhan, Mohamed Deriche, Ahmed Maalej
2020 IEEE Access  
ACKNOWLEDGMENTS The work presented in this paper was supported by the Center for Energy and Geo Processing (CeGP) at King Fahd University of Petroleum Minerals under DSR project GTEC 1801.  ...  codebook based learning [16] , and seismic saliency [17] .  ...  Seismic attributes estimated from differencing seismic amplitudes, and seismic normal vector fields are then used to compute fault and unconformity likelihoods, respectively.  ... 
doi:10.1109/access.2020.3043973 fatcat:3uqorgvdvfeinnkqcmmgxv2qtu

TecLines: A MATLAB-Based Toolbox for Tectonic Lineament Analysis from Satellite Images and DEMs, Part 1: Line Segment Detection and Extraction

Mehdi Rahnama, Richard Gloaguen
2014 Remote Sensing  
We developed a freely available Matlab based toolbox TecLines (Tectonic Lineament Analysis) for locating and quantifying lineament patterns using satellite data and digital elevation models.  ...  Classical methods of lineaments extraction are based on semi-automated (or visual) interpretation of optical data and digital elevation models.  ...  Mehdi Rahnama wrote the manuscript and was responsible for the MATLAB programming, mathematical models and data analysis. Both authors contributed in editing and reviewing the manuscript.  ... 
doi:10.3390/rs6075938 fatcat:cx74sqo4s5btff2xoc42s72tyy

2019 Index IEEE Transactions on Geoscience and Remote Sensing Vol. 57

2019 IEEE Transactions on Geoscience and Remote Sensing  
Hu, C., Zhang, B., Dong, X., and Li, Y., Geosynchronous SAR Tomography: Theory and First Experimental Verification Using Beidou IGSO Satellite; TGRS Sept. 2019 6591-6607 Hu, F., Wu, J., Chang, L.,  ...  and Hanssen, R.F., Incorporating Temporary Coherent Li, X., Yeo, T.S., Yang, Y., Chi, C., Zuo, F., Hu, X., and Pi, Y., Refo-cusing and Zoom-In Polar Format Algorithm for Curvilinear Spotlight SAR Imaging  ...  ., +, TGRS Oct. 2019 7995-8010 Faulting FaultNet3D: Predicting Fault Probabilities, Strikes, and Dips With a Single Convolutional Neural Network.  ... 
doi:10.1109/tgrs.2020.2967201 fatcat:kpfxoidv5bgcfo36zfsnxe4aj4

2021 Index IEEE Transactions on Instrumentation and Measurement Vol. 70

2021 IEEE Transactions on Instrumentation and Measurement  
The primary entry includes the coauthors' names, the title of the paper or other item, and its location, specified by the publication abbreviation, year, and article number.  ...  Article numbers are based on specified topic areas and corresponding codes associated with the publication.  ...  , F., TIM 2021 5002311 Yang, Y., Zhang, Y., Huang, S., Zuo, Y., and Sun, J., Infrared and Visible Image Fusion Using Visual Saliency Sparse Representation and Detail Injection Model; TIM 2021 5001715 Yang  ... 
doi:10.1109/tim.2022.3156705 fatcat:dmqderzenrcopoyipv3v4vh4ry

Enhancing the durational enhancement of a tone contrast

Carlos Gussenhoven
2006 Journal of the Acoustical Society of America  
In the speaking process, other acoustic properties are introduced in addition to the defining acoustic attributes, and these contribute additional cues that enhance the perceptual saliency of the feature  ...  Comparisons to the widely used RKU analysis ͓D. Ross, E. E. Ungar, and E. M.  ...  The method uses ray tracing to locate the wavefronts and stationary phase analysis to determine the phase and amplitude of the sound field.  ... 
doi:10.1121/1.4786135 fatcat:7wt7lq7gmfbk5mbm3fxedjriaa

Cell Segmentation in Cervical Smear Images using Polar Coordinates GVF Snake with Radiating Edge Map

Xu Chuanyun, Zhang Yang, Wang Sen
2013 Journal of Multimedia  
The watermark is extracted by a template, which is optimized using the PSO algorithm. Both mean filtering and median filtering are used to remove noise from the recovered watermark image.  ...  The experimental results show the halftone watermarking algorithm optimized using PSO has better performance, it is robust under smearing attack and cropping attack, and has good resistance to print-and-scan  ...  We also thank the anonymous reviewers for their suggestions and feedback that helped us to improve the quality of this paper.  ... 
doi:10.4304/jmm.8.3.213-219 fatcat:fb5tm3tguvgmxblj3eygm7pqmu

A 3D Simplification Method based on Dual Point Sampling

Juan Cao, Yitian Zhao, Ran Song, Yingchun Zhang
2013 Journal of Multimedia  
The watermark is extracted by a template, which is optimized using the PSO algorithm. Both mean filtering and median filtering are used to remove noise from the recovered watermark image.  ...  The experimental results show the halftone watermarking algorithm optimized using PSO has better performance, it is robust under smearing attack and cropping attack, and has good resistance to print-and-scan  ...  We also thank the anonymous reviewers for their suggestions and feedback that helped us to improve the quality of this paper.  ... 
doi:10.4304/jmm.8.3.191-197 fatcat:z5gmzeiwqfadlakggntajifdru

Table of contents

2021 ICASSP 2021 - 2021 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP)  
SALIENCY DETECTION Reshmi Bhooshan, College of Engineering, Trivandrum, India; Suresh K., Govt.  ...  SPARSE-REPRESENTATION-BASED 3D ..................................... 5614 SEISMIC INVERSION METHOD Bin She, Yaojun Wang, Guangmin Hu, University of Electronic Science and Technology of China, China SPTM  ... 
doi:10.1109/icassp39728.2021.9414617 fatcat:m5ugnnuk7nacbd6jr6gv2lsfby

Learning Capacity in Simulated Virtual Neurological Procedures

Mattia Samuel Mancosu, Silvester Czanner, Martin Punter
2020 Journal of WSCG  
ACKNOWLEDGEMENTS The authors would like to thank Oana Rotaru-Orhei for her comments and the three anonymous reviewers for their insightful suggestions.  ...  This work was partially supported by a grant of Ministry of Research and Innovation, CNCS -UEFISCDI, project number PN-III-P4-ID-PCE-2016-0842, within PNCDI III.  ...  The Curvature Scale Space is a contour shape descriptor based on multi-scale representation and curvature.  ... 
doi:10.24132/csrn.2020.3001.13 fatcat:uytlm7nytrhmnk553ellfhl54a

Analysis of room transfer function and reverberant signal statistics

Eleftheria Georganti, John Mourjopoulos, Finn Jacobsen
2008 Journal of the Acoustical Society of America  
Wavelet analysis is capable of highlighting different attributes of a signal.  ...  The analysis reveals that mistakes in perception are driven by overuse of a single spectral attribute, spectral slope.  ...  In this study, we will show results of studies on explosions in Northwestern Europe using both seismic and infrasound data.  ... 
doi:10.1121/1.2935346 fatcat:lxgnqr6tozajhge3ydet3xomam

A virtual auditory environment for investigating the auditory signal processing of realistic sounds

Sylvain Favrot, Jörg M. Buchholz
2008 Journal of the Acoustical Society of America  
Wavelet analysis is capable of highlighting different attributes of a signal.  ...  The analysis reveals that mistakes in perception are driven by overuse of a single spectral attribute, spectral slope.  ...  In this study, we will show results of studies on explosions in Northwestern Europe using both seismic and infrasound data.  ... 
doi:10.1121/1.2936003 fatcat:ontu6yamdvgbnooet5fe36fm74

The structural acoustic properties of stiffened shells

Yu Luan
2008 Journal of the Acoustical Society of America  
Beyond, this contradiction, specific space analysis models and tools can help to visualize the acoustic interactions between workstations, teams and departments accommodated in the same room.  ...  Few studies have documented this effect, but recent work emphasizes mechanisms animals use to compensate for elevated noise.  ...  The system uses electrodynamic shakers to generate seismic waves, and a radar is used to measure the displacement of the surface caused by the seismic waves.  ... 
doi:10.1121/1.2932806 fatcat:zohbewf2k5h7fly2hoqzfdk42e

Acoustic GIS‐based monitoring of Atlantic cod ecosystems in coastal Newfoundland

George A. Rose
2008 Journal of the Acoustical Society of America  
Beyond, this contradiction, specific space analysis models and tools can help to visualize the acoustic interactions between workstations, teams and departments accommodated in the same room.  ...  Few studies have documented this effect, but recent work emphasizes mechanisms animals use to compensate for elevated noise.  ...  The system uses electrodynamic shakers to generate seismic waves, and a radar is used to measure the displacement of the surface caused by the seismic waves.  ... 
doi:10.1121/1.2932540 fatcat:v6w3j7upx5duhkunch6oai5jve

Temporal suppression and augmentation of click‐evoked otoacoustic emissions

Sarah Verhulst, James M. Harte, Torsten Dau
2008 Journal of the Acoustical Society of America  
For both transmission loss and impact sound, many of the results compare well with predictions using simple regression analysis developed by others using variables such as the mass of the layers, truss  ...  Acoustic analysis of the framework and walls stage in the construction of a housing block.  ...  Wavelet analysis is capable of highlighting different attributes of a signal.  ... 
doi:10.1121/1.2935694 fatcat:z6yidzqqendznbmrczb3woaiv4
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