http://rdf.ncbi.nlm.nih.gov/pubchem/patent/CN-115035257-A

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publicationDate 2022-09-09-04:00^^<http://www.w3.org/2001/XMLSchema#date>
publicationNumber CN-115035257-A
titleOfInvention A method for compressing and storing submarine multi-beam bathymetric data applied to underwater robots
abstract The invention belongs to the technical field of multi-beam bathymetry, in particular to a method for compressing and storing seafloor multi-beam bathymetry data applied to an underwater robot. The invention includes the acquisition of the original data of the underwater robot through the multi-beam sonar; the calculation of the seabed terrain data according to the position and attitude information; the processing of the terrain data in blocks according to the terrain entropy; The terrain is used as a training set to use artificial neural network to regress it; the trained model replaces the original sounding data to achieve data compression. Compared with direct storage of three-dimensional point cloud data, the present invention only stores a small amount of model parameters, thereby greatly reducing the consumption of storage space, and at the same time realizing rapid terrain reconstruction.
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