Bathymetric side-scan backscatter map restoration based on data fusion

Research output: Contribution to journalArticle

Abstract

Backscatter image mosaics frequently suffer from noticeable visual artifacts and missing regions, which reduce the performance of subsequent feature extraction or classification processes. In this paper, a new fusion-based method for the restoration of bathymetric side-scan backscatter images is presented. First, the values of missing backscatter pixels are estimated using contextual information provided by the underlying bathymetry mesh. As a final step, a histogram regularization process is performed to remove intensity artifacts caused by inaccurate compensation of sensor gain. Restoration results are presented for Simrad EM12S images.

Original languageEnglish
Pages (from-to)287-291
Number of pages5
JournalOceans Conference Record
Volume1
Publication statusPublished - 2003
EventCelebrating the Past... Teaming Toward the Future - San Diego, CA., United States
Duration: 22 Sep 200326 Sep 2003

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