Title :
Sonar image interpretation and modelling
Author :
Russell, George T. ; Bell, Judith M. ; Holt, Patrik O´B ; Clarke, Stuart J.
Author_Institution :
Dept. of Comput. & Electr. Eng., Heriot-Watt Univ., Edinburgh, UK
Abstract :
The problem addressed is that of providing a model-based system to interpret sonar data from an autonomous or remotely controlled vehicle instrumentation, to aid navigation, improve sea floor mapping techniques, identify objects, simulate acoustic images for survey and analysis, or to aid the design of sonar systems. Analytic tools have been developed to segment and classify sea-bed and shallow seismic image textures, remove multiple reflections and detect objects on or close to the sea-bed. The sonar interpretation problem is placed within a model-based framework. Three dimensional surfaces are modelled to represent accurately natural seabed and sedimentary layers, so that the model parameters can provide a confident measure of the real data characteristics. Realistic synthetic sonar images are generated using the model-based simulation. In addition, new analytic tools can be developed and evaluated in a controlled experimental environment. This paper presents the conceptual sonar simulation system architecture, outlines the visualisation of the 3D sea floor model, describes the sonar system simulation and references image analysis tools available for texture segmentation and object detection
Keywords :
data visualisation; geophysics computing; image segmentation; image texture; modelling; oceanographic techniques; sonar imaging; stereo image processing; 3D surface modelling; autonomous underwater vehicle; data visualisation; image analysis; model-based system; modelling; sea floor mapping; sonar image interpretation; texture segmentation; Analytical models; Image analysis; Image segmentation; Image texture analysis; Object detection; Remotely operated vehicles; Sea floor; Sonar detection; Sonar measurements; Sonar navigation;
Conference_Titel :
Autonomous Underwater Vehicle Technology, 1996. AUV '96., Proceedings of the 1996 Symposium on
Conference_Location :
Monterey, CA
Print_ISBN :
0-7803-3185-0
DOI :
10.1109/AUV.1996.532430