Title :
Automatic shoal recognition and classification based on MOVIES-B software
Author :
Scalabrin, C. ; Diner, N. ; Weil, A.
Author_Institution :
ENST de Bretagne, Brest, France
Abstract :
MOVIES-B software developed by IFREMER (Institut Francais de la Recherche pour l´Exploitation de la Mer), enables the recognition of echogram features as acoustic detection structures according to spatial-energetic contiguity criteria. These structures (shoals, plankton layers) are described by energetic, morphological, spatial and temporal descriptors. Specifying acoustic detections as individual shoals will allow shoal-by-shoal echo-integration and may lead to better biomass estimation and shoal species description. The conceptual and operational framework of MOVIES-B is presented in the first part of this paper. The second part presents a preliminary work conducted in order to assess the feasibility of classification and possible species identification of shoals using MOVIES-B software
Keywords :
aquaculture; geophysical signal processing; image classification; oceanographic techniques; sonar imaging; sonar signal processing; sonar target recognition; IFREMER; MOVIES-B software; acoustic detection; acoustic measurement technique; automatic shoal recognition; biomass estimation; echo sounder; echo-integration; echogram feature; fish; fishery; fishing; image classification; image recognition; ocean marine biology; plankton; signal processing; sonar; spatial-energetic contiguity criteria; species identification; underwater sound; Acoustic signal detection; Aquaculture; Biomass; Computer vision; Data visualization; Marine animals; Marine vegetation; Motion pictures; Resource management; Sampling methods;
Conference_Titel :
OCEANS '94. 'Oceans Engineering for Today's Technology and Tomorrow's Preservation.' Proceedings
Conference_Location :
Brest
Print_ISBN :
0-7803-2056-5
DOI :
10.1109/OCEANS.1994.364062