Image Fusion Theories, Techniques and Applications /

This textbook provides a comprehensive introduction to the theories, techniques and applications of image fusion. It is aimed at advanced undergraduate and first-year graduate students in electrical engineering and computer science. It should also be useful to practicing engineers who wish to learn...

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Detalles Bibliográficos
Clasificación:Libro Electrónico
Autor principal: Mitchell, H.B (Autor)
Autor Corporativo: SpringerLink (Online service)
Formato: Electrónico eBook
Idioma:Inglés
Publicado: Berlin, Heidelberg : Springer Berlin Heidelberg : Imprint: Springer, 2010.
Edición:1st ed. 2010.
Temas:
Signal processing.
Computer vision.
Artificial intelligence.
Computational intelligence.
Mathematics.
Signal, Speech and Image Processing .
Computer Vision.
Artificial Intelligence.
Computational Intelligence.
Applications of Mathematics.
Acceso en línea:Texto Completo
Tabla de Contenidos:
  • Image Sensors
  • I: Theories
  • Common Representational Format
  • Spatial Alignment
  • Semantic Equivalence
  • Radiometric Calibration
  • Pixel Fusion
  • II: Techniques
  • Multi-resolution Analysis
  • Image Sub-space Techniques
  • Ensemble Learning
  • Re-sampling Methods
  • Image Thresholding
  • Image Key Points
  • Image Similarity Measures
  • Vignetting, White Balancing and Automatic Gain Control Effects
  • Color Image Spaces
  • Markov Random Fields
  • Image Quality
  • III: Applications
  • Pan-sharpening
  • Ensemble Color Image Segmentation
  • STAPLE: Simultaneous Truth and Performance Level Estimation
  • Biometric Technologies.

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