A Sea-Sky Line Identification Algorithem Based on Shearlets for Infrared Image

Article Preview

Abstract:

A shearlets-based edge identification algorithem for the sea-sky in infrared image is proposed. The algorithem demonstrates the performance of edge detection based on shearlets, which is proper to use in infrared images. Simultaneously, with the advantage of edge geometric features provided by the shearlets, infrared image were extracted the direction information of edge of Infrared image, and classified. Simulation results conformed to the theory on edge detection based on shearlets. It drew the outline of edge for infrared image, provided the edge orientation feature and detected the sea-sky line.

You might also be interested in these eBooks

Info:

Periodical:

Advanced Materials Research (Volumes 846-847)

Pages:

1031-1035

Citation:

Online since:

November 2013

Export:

Price:

Permissions CCC:

Permissions PLS:

Сopyright:

© 2014 Trans Tech Publications Ltd. All Rights Reserved

Share:

Citation:

* - Corresponding Author

[1] S. Mallat and W. L. Hwang, Singularity detection and processing with wavelets, IEEE Trans. Inf. Theory[C], 1992, 38(2): 617-643.

DOI: 10.1109/18.119727

Google Scholar

[2] D. Ziou, and S. Tabbone, Edge Detection Techniques An Overview, International Journal of Pattern Recognition and Image Analysis[J], 1998, 8(4): 537–559.

Google Scholar

[3] Sheng Yi, Demetrio Labate, Glenn R. Easley, and Hamid Krim, A Shearlets Approach to Edge Analysis and Detection, Image Processing, IEEE Transactions[J], 2009, 18(5): 929 – 941.

DOI: 10.1109/tip.2009.2013082

Google Scholar

[4] Kutyniok, G; Labate, D, Resolution of The Wavefront Set Using Continous Shearlets, Transactions of The American Mathematical society[J], 2009, 361(5): 2719-2754.

DOI: 10.1090/s0002-9947-08-04700-4

Google Scholar

[5] Guo, KH; Labate, D; Lim, WQ, Edge analysis and identification using the continuous shearlet transform, Applied and Comutational Harmonic Analysis[J], 2009, 27(1): 24-46.

DOI: 10.1016/j.acha.2008.10.004

Google Scholar

[6] Easley, G; Labate, D; Lim, WQ, Sparse directional image representations using the discrete shearlet transform, Applied and Comutational Harmonic Analysis[J], 2008, 25(1): 25-46.

DOI: 10.1016/j.acha.2007.09.003

Google Scholar

[7] Kutynioka, Gitta, Donohob, David L, Development of a digital shearlet transform based on pseudo-polar FFT,. Proceedings of SPIE-The International Society for Optical Engineering (C), 2009, v 7446, Wavelets XIII.

DOI: 10.1117/12.825656

Google Scholar