Markov Random Field Modeling in Image Analysis
Markov random field (MRF) theory provides a basis for modeling contextual constraints in visual processing and interpretation. It enables systematic development of optimal vision algorithms when used with optimization principles. This detailed and thoroughly enhanced third edition presents a compreh...
Κύριος συγγραφέας: | |
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Συγγραφή απο Οργανισμό/Αρχή: | |
Μορφή: | Ηλεκτρονική πηγή Ηλ. βιβλίο |
Γλώσσα: | English |
Έκδοση: |
London :
Springer London,
2009.
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Σειρά: | Advances in Pattern Recognition,
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Θέματα: | |
Διαθέσιμο Online: | Full Text via HEAL-Link |
Πίνακας περιεχομένων:
- Mathematical MRF Models
- Low-Level MRF Models
- High-Level MRF Models
- Discontinuities in MRF#x0027;s
- MRF Model with Robust Statistics
- MRF Parameter Estimation
- Parameter Estimation in Optimal Object Recognition
- Minimization – Local Methods
- Minimization – Global Methods.