Track-Before-Detect Using Expectation Maximisation The Histogram Probabilistic Multi-hypothesis Tracker: Theory and Applications /
This book offers a detailed description of the histogram probabilistic multi-hypothesis tracker (H-PMHT), providing an accessible and intuitive introduction to the mathematical mechanics of H-PMHT as well as a definitive reference source for the existing literature on the method. Beginning with basi...
Κύριοι συγγραφείς: | , |
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Συγγραφή απο Οργανισμό/Αρχή: | |
Μορφή: | Ηλεκτρονική πηγή Ηλ. βιβλίο |
Γλώσσα: | English |
Έκδοση: |
Singapore :
Springer Singapore : Imprint: Springer,
2018.
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Έκδοση: | 1st ed. 2018. |
Σειρά: | Signals and Communication Technology,
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Θέματα: | |
Διαθέσιμο Online: | Full Text via HEAL-Link |
Πίνακας περιεχομένων:
- Foreword
- Introduction
- Idealised Track-Before-Detect
- Point Measurement Probabilistic Multi-Hypothesis Tracking
- Histogram ProbabilisticMulti-Hypothesis Tracking
- Implementation Considerations
- Poisson Scattering Field
- Non-linear Non-Gaussian Targets
- Adaptive Appearance Models
- H-PMHT with Attribute Data
- Radar and Sonar Track-Before-Detect
- Tracking in Full Motion Video
- Related Methods
- Summary and Prognostications.