[PDF.81yo] Improving Maritime Domain Awareness using Neural Networks for Target of Interest Classification

Improving Maritime Domain Awareness using Neural Networks for Target of Interest Classification

[PDF.vg49] Improving Maritime Domain Awareness using Neural Networks for Target of Interest Classification

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 | #9137910 in Books |  2015-12-14 | Original language:English | PDF # 1 |  11.00 x.18 x8.50l,.45 | File type: PDF | 78 pages

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Techniques for classifying maritime domain targets-of-interest within images are explored in this book. Geometric and photometric features within each image are extracted from processed images and are used to train a neural network. The trained neural network is tested with features of a known object. In the binary classification case, the neural network is used to determine whether a ship is present or not present in the image. In the multi-class and multi-level classif...

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