Improving Maritime Domain Awareness using Neural Networks for Target of Interest Classification
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Improving Maritime Domain Awareness using Neural Networks for Target of Interest Classification (2015)
EN PB USISBN: 9781522738244 bzw. 152273824X, in Englisch, 78 Seiten, CreateSpace Independent Publishing Platform, Taschenbuch, gebraucht.
Lieferung aus: Vereinigte Staaten von Amerika, Usually ships in 1-2 business days, Real shipping costs can differ.
Von Händler/Antiquariat, super_star_seller.
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 classification cases, the neural network is used to determine if the object belongs to one of four classes specified: warship, cargo ship, small boat, or other. The Hough transformation is used to identify and characterize linear patterns exhibited by objects in images. As an alternative to geometric and photometric features to classify targets-of-interest, these linear patterns are used to train a neural network. The performance of the neural network is then tested for binary, multi-class, and multi-level classification schemes. The development of neural-network-based techniques for automated target-of-interest classification is a significant result of this book. Paperback, Label: CreateSpace Independent Publishing Platform, CreateSpace Independent Publishing Platform, Product group: Book, Published: 2015-12-14, Studio: CreateSpace Independent Publishing Platform, Sales rank: 9978385.
Von Händler/Antiquariat, super_star_seller.
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 classification cases, the neural network is used to determine if the object belongs to one of four classes specified: warship, cargo ship, small boat, or other. The Hough transformation is used to identify and characterize linear patterns exhibited by objects in images. As an alternative to geometric and photometric features to classify targets-of-interest, these linear patterns are used to train a neural network. The performance of the neural network is then tested for binary, multi-class, and multi-level classification schemes. The development of neural-network-based techniques for automated target-of-interest classification is a significant result of this book. Paperback, Label: CreateSpace Independent Publishing Platform, CreateSpace Independent Publishing Platform, Product group: Book, Published: 2015-12-14, Studio: CreateSpace Independent Publishing Platform, Sales rank: 9978385.
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Improving Maritime Domain Awareness Using Neural Networks for Target of Interest Classification (2015)
EN NW RPISBN: 9781522738244 bzw. 152273824X, in Englisch, ST PAUL PR, neu, Nachdruck.
Von Händler/Antiquariat, Pbshop [61989342], Wood Dale, IL, U.S.A.
New Book.Shipped from US within 10 to 14 business days.THIS BOOK IS PRINTED ON DEMAND. Established seller since 2000.
New Book.Shipped from US within 10 to 14 business days.THIS BOOK IS PRINTED ON DEMAND. Established seller since 2000.
3
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Improving Maritime Domain Awareness Using Neural Networks for Target of Interest Classification (2015)
EN NW RPISBN: 9781522738244 bzw. 152273824X, in Englisch, ST PAUL PR, neu, Nachdruck.
Von Händler/Antiquariat, Books2Anywhere [190245], Fairford, GLOS, United Kingdom.
New Book. Delivered from our US warehouse in 10 to 14 business days. THIS BOOK IS PRINTED ON DEMAND.Established seller since 2000.
New Book. Delivered from our US warehouse in 10 to 14 business days. THIS BOOK IS PRINTED ON DEMAND.Established seller since 2000.
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Improving Maritime Domain Awareness using Neural Networks for Target of Interest Classification
EN PB NWISBN: 9781522738244 bzw. 152273824X, in Englisch, CreateSpace Independent Publishing Platform, Taschenbuch, neu.
Von Händler/Antiquariat, Russell Books [337725], Victoria, BC, Canada.
152273824X Special order direct from the distributor.
152273824X Special order direct from the distributor.
5
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Improving Maritime Domain Awareness using Neural Networks for Target of Interest Classification
EN PB NWISBN: 9781522738244 bzw. 152273824X, in Englisch, CreateSpace Independent Publishing Platform, Taschenbuch, neu.
Lieferung aus: Kanada, Shipping costs to: USA.
Von Händler/Antiquariat, Russell Books Ltd.
CreateSpace Independent Publishing Platform. PAPERBACK. 152273824X Special order direct from the distributor . New.
Von Händler/Antiquariat, Russell Books Ltd.
CreateSpace Independent Publishing Platform. PAPERBACK. 152273824X Special order direct from the distributor . New.
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