Title :
Side scan sonar image segmentation and feature extraction
Author :
Pinto, Miguel ; Ferreira, Bruno ; Matos, Aníbal ; Cruz, Nuno
Author_Institution :
DEEC, FEUP, Porto, Portugal
Abstract :
This paper describes an algorithm to make the treatment, segmentation, skeleton and characteristics extraction from acoustic images obtained from a side scan sonar. The fundamental goal is to implement a system that endows a autonomous vehicle with the capacity to know its own distance to the marine bottom and to features located on the marine environment This features extraction would improve vehicle navigation and allow it to navigate relative to features like an underwater piper on the sea floor or a vertical wall. This paper was made based on Imagenex SportScan (side scan sonar) whose function is the observation of environment. Also the autonomous surface vehicle (ASV) ZARCO was used to transport the side scan sonar. Both the vehicles belong to The OceansSys Group DEEC-FEUP. A communication interface between the ASV ZARCO, Imagenex SportScan, and a static laptop that allows the observation of sonar data in real time is also described in this paper. The algorithms and routines implemented were validated with real acoustic images acquired during a mission. Results from algorithms application and features extraction are shown in this paper.
Keywords :
bathymetry; feature extraction; geophysical image processing; image segmentation; navigation; oceanographic techniques; remotely operated vehicles; sonar imaging; underwater equipment; DEEC-FEUP; Imagenex SportScan; OceansSys Group; ZARCO; autonomous surface vehicle; autonomous vehicle; feature extraction; image segmentation; marine bottom; side scan sonar imaging; underwater piper; vehicle navigation; Feature extraction; Image segmentation; Marine vehicles; Mobile robots; Remotely operated vehicles; Sea floor; Sea surface; Skeleton; Sonar navigation; Underwater vehicles;
Conference_Titel :
OCEANS 2009, MTS/IEEE Biloxi - Marine Technology for Our Future: Global and Local Challenges
Conference_Location :
Biloxi, MS
Print_ISBN :
978-1-4244-4960-6
Electronic_ISBN :
978-0-933957-38-1