عنوان

Automatic target recognition /

(Number (ISBN

1523112808

(Number (ISBN

9781523112807

Erroneous ISBN

1510611274

Erroneous ISBN

1510611282

Erroneous ISBN

1510611290

Erroneous ISBN

1510611304

Erroneous ISBN

9781510611276

Erroneous ISBN

9781510611283

Erroneous ISBN

9781510611290

Erroneous ISBN

9781510611306

Title Proper

Automatic target recognition /

General Material Designation

[Book]

First Statement of Responsibility

Bruce J. Schachter.

Edition Statement

Second edition.

Place of Publication, Distribution, etc.

Bellingham, Washington :

Name of Publisher, Distributor, etc.

SPIE,

Date of Publication, Distribution, etc.

[2017]

Date of Publication, Distribution, etc.

©2017

Specific Material Designation and Extent of Item

1 online resource (284 pages)

Series Title

Tutorial texts in optical engineering ;

Volume Designation

volume TT 113

Text of Note

Includes bibliographical references and index.

Text of Note

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.

0

Text of Note

"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)"--

International Standard Book Number

9781510611276

Algorithms.

Image processing.

Optical pattern recognition.

Radar targets.

Algorithms.

Image processing.

Optical pattern recognition.

Radar targets.

Number

Edition

Class number

Book number

Schachter, Bruce J., (Bruce Jay),1946-

Society of Photo-optical Instrumentation Engineers,publisher.

Date of Transaction

20200823041553.0

Cataloguing Rules (Descriptive Conventions))

pn

Electronic name

[Book]

Y