The Resource Automatic target recognition, Bruce J. Schachter

Automatic target recognition, Bruce J. Schachter

Label
Automatic target recognition
Title
Automatic target recognition
Statement of responsibility
Bruce J. Schachter
Creator
Contributor
Author
Publisher
Subject
Language
eng
Summary
"This updated edition of the Tutorial Text on Automatic Target Recognition provides an inside view of the automatic target recognition (ATR) field from the perspective of an engineer working in the field for 40 years. The algorithm descriptions and testing procedures covered in the book are appropriate for addressing military problems. The book also addresses unique aspects and considerations in the design, testing, and fielding of ATR systems. These considerations need to be understood by ATR engineers working in the defense industry as well as by their government customers. A new chapter on the future of ATR presents ATR as system that functions like the human brain. The chapter covers hardware design, algorithm/software design, and potential impacts. The final chapter discusses the future of ATR and provides a type of Turing test for determining if an ATR system is truly smart (neuromorphic or brain-like)"--
Member of
Assigning source
Provided by pubisher
Cataloging source
SPIES
Dewey number
623.7/348
Index
index present
LC call number
TK6580
LC item number
.S33 2017eb
Literary form
non fiction
Nature of contents
  • dictionaries
  • bibliography
Series statement
Tutorial texts in optical engineering
Series volume
volume TT 113
Target audience
adult
Label
Automatic target recognition, Bruce J. Schachter
Publication
Copyright
Note
Title from PDF title page (SPIE eBooks Website, viewed 2017-03-23)
Antecedent source
file reproduced from original
Bibliography note
Includes bibliographical references and index
http://library.link/vocab/branchCode
  • net
Carrier category
online resource
Carrier category code
cr
Carrier MARC source
rdacarrier
Color
black and white
Content category
text
Content type code
txt
Content type MARC source
rdacontent
Contents
Preface -- 1. Definitions and performance measures: 1.1. What is automatic target recognition (ATR)? 1.2. Basic definitions; 1.3. Detection criteria; 1.4. Performance measures for target detection; 1.5. Classification criteria; 1.6. Experimental design; 1.7. Characterizations of ATR hardware/software; References -- 2. Target detection strategies: 2.1. Introduction; 2.2. Simple detection algorithms; 2.3. More-complex detectors; 2.4. Grand paradigms; 2.5. Traditional SAR and hyperspectral target detectors; 2.6. Conclusions and future direction; References; Appendices -- 3. Target classifier strategies: 3.1. Introduction; 3.2. Main issues to consider in target classification; 3.3. Feature extraction; 3.4. Feature selection; 3.5. Examples of feature types; 3.6. Examples of classifiers; 3.7. Discussion; References -- 4. Unification of automatic target tracking and automatic target recognition: 4.1. Introduction; 4.2. Categories of tracking problems; 4.3. Tracking problems; 4.4. Extensions of target tracking; 4.5. Collaborative ATT and ATR (ATT<->ATR); 4.6. Unification of ATT and ATR (ATT[cup]ATR); 4.7. Discussion; References -- 5. Next-generation ATR: 5.1. Introduction; 5.2. Hardware design; 5.3. Algorithm/software design; 5.4. Potential impact; References -- 6. How smart is your automatic target recognizer? 6.1. Introduction; 6.2. Test for determining the intelligence of an ATR; 6.3. Sentient versus sapient ATR; 6.4. Discussion: where is ATR headed? References -- Appendix 1: Resources -- Appendix 2: Questions to pose to the ATR customer -- Appendix 3: Acronyms -- Index
Control code
ocn980211444
Dimensions
unknown
Edition
Second edition
Extent
1 online resource (284 pages)
Form of item
online
Isbn
9781510611283
Media category
computer
Media MARC source
rdamedia
Media type code
c
Other control number
10.1117/3.2276891
http://library.link/vocab/recordID
.b37260133
Specific material designation
remote
System control number
  • (OCoLC)980211444
  • pebc1510611282

Library Locations

    • Deakin University Library - Geelong Waurn Ponds CampusBorrow it
      75 Pigdons Road, Waurn Ponds, Victoria, 3216, AU
      -38.195656 144.304955
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