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Saliency Detection and Application for Image and Video Analysis

Saliency Detection for Seismic Applications Using Multi-dimensional Spectral Projections and Directional Comparisons


In this paper, we propose a novel approach for saliency detection for seismic applications using 3D-FFT local spectra and multi-dimensional plane projections. We develop a projection scheme by dividing a 3D-FFT local spectrum of a data volume into three distinct components, each depicting changes along a different dimension of the data. The saliency detection results obtained using each projected component are then combined to yield a saliency map.

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Authors:
Muhammad Amir Shafiq, Zhiling Long, Tariq Alshawi, Ghassan AlRegib
Submitted On:
13 September 2017 - 12:20am
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[1] Muhammad Amir Shafiq, Zhiling Long, Tariq Alshawi, Ghassan AlRegib, "Saliency Detection for Seismic Applications Using Multi-dimensional Spectral Projections and Directional Comparisons", IEEE SigPort, 2017. [Online]. Available: http://sigport.org/1960. Accessed: Sep. 24, 2017.
@article{1960-17,
url = {http://sigport.org/1960},
author = {Muhammad Amir Shafiq; Zhiling Long; Tariq Alshawi; Ghassan AlRegib },
publisher = {IEEE SigPort},
title = {Saliency Detection for Seismic Applications Using Multi-dimensional Spectral Projections and Directional Comparisons},
year = {2017} }
TY - EJOUR
T1 - Saliency Detection for Seismic Applications Using Multi-dimensional Spectral Projections and Directional Comparisons
AU - Muhammad Amir Shafiq; Zhiling Long; Tariq Alshawi; Ghassan AlRegib
PY - 2017
PB - IEEE SigPort
UR - http://sigport.org/1960
ER -
Muhammad Amir Shafiq, Zhiling Long, Tariq Alshawi, Ghassan AlRegib. (2017). Saliency Detection for Seismic Applications Using Multi-dimensional Spectral Projections and Directional Comparisons. IEEE SigPort. http://sigport.org/1960
Muhammad Amir Shafiq, Zhiling Long, Tariq Alshawi, Ghassan AlRegib, 2017. Saliency Detection for Seismic Applications Using Multi-dimensional Spectral Projections and Directional Comparisons. Available at: http://sigport.org/1960.
Muhammad Amir Shafiq, Zhiling Long, Tariq Alshawi, Ghassan AlRegib. (2017). "Saliency Detection for Seismic Applications Using Multi-dimensional Spectral Projections and Directional Comparisons." Web.
1. Muhammad Amir Shafiq, Zhiling Long, Tariq Alshawi, Ghassan AlRegib. Saliency Detection for Seismic Applications Using Multi-dimensional Spectral Projections and Directional Comparisons [Internet]. IEEE SigPort; 2017. Available from : http://sigport.org/1960

Saliency Detection for Seismic Applications Using Multi-dimensional Spectral Projections and Directional Comparisons


In this paper, we propose a novel approach for saliency detection for seismic applications using 3D-FFT local spectra and multi-dimensional plane projections. We develop a projection scheme by dividing a 3D-FFT local spectrum of a data volume into three distinct components, each depicting changes along a different dimension of the data. The saliency detection results obtained using each projected component are then combined to yield a saliency map.

Paper Details

Authors:
Muhammad Amir Shafiq, Zhiling Long, Tariq Alshawi, Ghassan AlRegib
Submitted On:
13 September 2017 - 12:20am
Short Link:
Type:
Event:
Presenter's Name:
Paper Code:
Document Year:
Cite

Document Files

Oral Presentation

(5 downloads)

Keywords

Additional Categories

Subscribe

[1] Muhammad Amir Shafiq, Zhiling Long, Tariq Alshawi, Ghassan AlRegib, "Saliency Detection for Seismic Applications Using Multi-dimensional Spectral Projections and Directional Comparisons", IEEE SigPort, 2017. [Online]. Available: http://sigport.org/1959. Accessed: Sep. 24, 2017.
@article{1959-17,
url = {http://sigport.org/1959},
author = {Muhammad Amir Shafiq; Zhiling Long; Tariq Alshawi; Ghassan AlRegib },
publisher = {IEEE SigPort},
title = {Saliency Detection for Seismic Applications Using Multi-dimensional Spectral Projections and Directional Comparisons},
year = {2017} }
TY - EJOUR
T1 - Saliency Detection for Seismic Applications Using Multi-dimensional Spectral Projections and Directional Comparisons
AU - Muhammad Amir Shafiq; Zhiling Long; Tariq Alshawi; Ghassan AlRegib
PY - 2017
PB - IEEE SigPort
UR - http://sigport.org/1959
ER -
Muhammad Amir Shafiq, Zhiling Long, Tariq Alshawi, Ghassan AlRegib. (2017). Saliency Detection for Seismic Applications Using Multi-dimensional Spectral Projections and Directional Comparisons. IEEE SigPort. http://sigport.org/1959
Muhammad Amir Shafiq, Zhiling Long, Tariq Alshawi, Ghassan AlRegib, 2017. Saliency Detection for Seismic Applications Using Multi-dimensional Spectral Projections and Directional Comparisons. Available at: http://sigport.org/1959.
Muhammad Amir Shafiq, Zhiling Long, Tariq Alshawi, Ghassan AlRegib. (2017). "Saliency Detection for Seismic Applications Using Multi-dimensional Spectral Projections and Directional Comparisons." Web.
1. Muhammad Amir Shafiq, Zhiling Long, Tariq Alshawi, Ghassan AlRegib. Saliency Detection for Seismic Applications Using Multi-dimensional Spectral Projections and Directional Comparisons [Internet]. IEEE SigPort; 2017. Available from : http://sigport.org/1959