Acoustic striation processing for ocean bottom characterization

Broad-band sound field excited by a moving source usually exhibit striations, whose structures are characterized by the propagation medium. Such relationship has been explored for underwater inverse problems, including sediment geoacoustic characterization, source localization and target recognition. The primary step for these applications is feature extraction by interference structure processing. Image processing methods based on the Radon transform, Hough transform and two-dimensional fast Fourier transform (FFT) have been used to process the interference structure to estimate the overall slope of the striations. These transforms do not allow extracting local properties of the striation pattern, e.g., the striation positions, which are also closely related to environment properties. In this paper, a multi-scale line filter based on the image Hessian matrix eigenvalues analysis is introduced and applied in searching for geometrical structures that can be regarded as a line. The location and slope of specific striation can be easily estimated from the filtered image for further applications. The possibility of using a set of striation positions for the geoacoustic characterization of a layered ocean bottom is discussed in this paper.

[1]  Stan E. Dosso,et al.  Bayesian geoacoustic inversion of ship noise on a horizontal array. , 2008, The Journal of the Acoustical Society of America.

[2]  Alejandro F. Frangi,et al.  Muliscale Vessel Enhancement Filtering , 1998, MICCAI.

[3]  Evan K. Westwood Broadband matched‐field source localization , 1992 .

[4]  T. C. Yang Beam intensity striations and applications. , 2002, The Journal of the Acoustical Society of America.

[5]  N. Chapman,et al.  Benchmarking geoacoustic inversion methods for range-dependent waveguides , 2003 .

[6]  D L Parker,et al.  Vessel enhancement filtering in three‐dimensional MR angiography , 1995, Journal of magnetic resonance imaging : JMRI.

[7]  D. Rouseff,et al.  Broadband source localization using horizontal-beam acoustic intensity striations. , 2010, The Journal of the Acoustical Society of America.

[8]  L. Brekhovskikh,et al.  Fundamentals of Ocean Acoustics (3rd edition) , 2004 .

[9]  John R. Potter,et al.  Seeing Underwater with Background Noise , 1996 .

[10]  Robert C. Spindel,et al.  Modeling the Waveguide Invariant as a Distribution , 2002 .

[11]  Tony Lindeberg,et al.  Edge Detection and Ridge Detection with Automatic Scale Selection , 1996, Proceedings CVPR IEEE Computer Society Conference on Computer Vision and Pattern Recognition.

[12]  J. Hermand,et al.  Space-frequency distribution of the vector field of broad-band sound in shallow water , 2010, OCEANS 2010 MTS/IEEE SEATTLE.

[13]  E. Hamilton Geoacoustic modeling of the sea floor , 1980 .

[14]  V. Petnikov,et al.  Shallow Water Variability and its Manifestation in the Interference Pattern of Sound Fields , 2002 .

[15]  Max A. Viergever,et al.  A survey of medical image registration , 1998, Medical Image Anal..

[16]  Colin H. Hansen,et al.  Techniques for extraction of the waveguide invariant from interference patterns in spectrograms , 2006 .

[17]  Colin H. Hansen,et al.  Striation processing of spectrogram data , 2006 .

[18]  M. Siderius,et al.  Bottom profiling by correlating beam-steered noise sequences. , 2008, The Journal of the Acoustical Society of America.

[19]  Liang An,et al.  Calculating the waveguide invariant by passive sonar lofargram image , 2007, 2007 14th International Conference on Mechatronics and Machine Vision in Practice.

[20]  K. Heaney Rapid geoacoustic characterization: applied to range-dependent environments , 2004, IEEE Journal of Oceanic Engineering.

[21]  Mark Porter,et al.  The KRAKEN normal mode program , 1992 .

[22]  M. Porter,et al.  A passive fathometer technique for imaging seabed layering using ambient noise , 2006 .

[23]  K. Heaney,et al.  Rapid geoacoustic characterization using a surface ship of opportunity , 2004, IEEE Journal of Oceanic Engineering.

[24]  Jean-Pierre Hermand,et al.  Broad-band geoacoustic inversion in shallow water from waveguide impulse response measurements on a single hydrophone: theory and experimental results , 1999 .