Automatic target recognition /

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"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 app...

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Detalles Bibliográficos
Clasificación:Libro Electrónico
Autor principal: Schachter, Bruce J. (Bruce Jay), 1946- (Autor)
Formato: Electrónico eBook
Idioma:Inglés
Publicado: Bellingham, Washington : SPIE, [2017]
Edición:Second edition.
Colección:SPIE tutorial texts ; TT113.
Temas:
Radar targets.
Optical pattern recognition.
Algorithms.
Image processing.
Computer algorithms.
Cibles radars.
Reconnaissance optique des formes (Informatique)
Algorithmes.
Traitement d'images.
algorithms.
image processing.
Acceso en línea:Texto completo
Tabla de Contenidos:
  • 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.

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