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Underwater manmade and archaeological object detection in optical and acoustic data
- Source :
- Pattern recognition and image analysis 24 (2014): 310–317. doi:10.1134/S1054661814020138, info:cnr-pdr/source/autori:Moroni D.; Pascali M. A.; Reggiannini M.; Salvetti O./titolo:Underwater manmade and archaeological object detection in optical and acoustic data./doi:10.1134%2FS1054661814020138/rivista:Pattern recognition and image analysis/anno:2014/pagina_da:310/pagina_a:317/intervallo_pagine:310–317/volume:24
- Publication Year :
- 2014
- Publisher :
- Pleiades Publishing Ltd, 2014.
-
Abstract
- We propose a method designed for processing acoustic and optical data producing information about the presence of manmade and archaeological objects lying on the seabed. This method statistically highlights this type of artifacts among surrounding environment, weighting properly the persistence of meaningful curves in a video sequence, or in a sonogram. To this aim, we made use of the ELSD algorithm, a parameterless method inspired by Gestalt principles which has proven to provide promising results.
- Subjects :
- Underwater archaeology
Computer science
business.industry
Video sequence
Computer Graphics and Computer-Aided Design
Archaeology
Curve detection
Object detection
Weighting
Pattern recognition (psychology)
Gestalt psychology
Computer vision
Computer Vision and Pattern Recognition
Artificial intelligence
Underwater
business
Underwater imaging
Seabed
Subjects
Details
- ISSN :
- 15556212 and 10546618
- Volume :
- 24
- Database :
- OpenAIRE
- Journal :
- Pattern Recognition and Image Analysis
- Accession number :
- edsair.doi.dedup.....5b5061794bb63b6f7b9bf1af20d7ac6b
- Full Text :
- https://doi.org/10.1134/s1054661814020138