Automatic Target Recognition User Interface Tool - Brossura

Kerns, David A.

 
9781249593959: Automatic Target Recognition User Interface Tool
Brossura
ISBN 10: 1249593956 ISBN 13: 9781249593959
Casa editrice: LIGHTNING SOURCE INC, 2012

Sinossi

A computer tool to aid in selecting the best Automatic Target Recognition (ATR) algorithm is developed. The program considers many quantifiers, accepts user-defined parameters, allows for changes in the operational environment and presents results in a meaningful way. It is written for Microsoft Excel. An ATR algorithm assigns a class label to a recognized target. General designations can include "Friend" and "Foe." The error of designating "Friend" as "Foe" as well as "Foe" as "Friend" comes with a high cost. Studying each algorithm's error can minimize this cost. Receiver Operating Characteristic (ROC) curves provide only information on the probabilities given a system state of declaring up to three class labels: "True," "False" or "Unknown." Other quantifiers, including an alternate ROC curve, are developed in this study to provide information on the probability of a system state given any of multiple declarations, which is more useful to the user. Sensitivity to prior probabilities, suggestions for user-defined parameters and areas for future research are identified as the User Interface Tool is described in detail in this thesis.

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Editore
LIGHTNING SOURCE INC
Data di pubblicazione
2012
Lingua
Inglese
ISBN 10 
1249593956
ISBN 13 
9781249593959
Rilegatura
Copertina flessibile
Numero di pagine
154
Contatto del produttore
non disponibile
Persona responsabile
non disponibile

Altre edizioni note dello stesso titolo

9781025091600: Automatic Target Recognition User Interface Tool

Edizione in evidenza

ISBN 10:  1025091604 ISBN 13:  9781025091600
Casa editrice: Hutson Street Press, 2025
Brossura