July 2010
Intermediate to advanced
1384 pages
74h 23m
English
Content preview from Handbook of Image and Video Processing, 2nd Edition
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3.10
Motion Detection and Estimation
Janusz Konrad, Boston University
2.1 Hypothesis Testing
2.2 Markov Random Fields
2.3 MAP Estimation
2.4 Variational Formulations
3.1 Hypothesis Testing with Fixed Threshold
3.2 Hypothesis Testing with Adaptive Threshold
3.3 MAP MRF Formulation
3.4 MAP Variational Formulation
3.5 Experimental Comparison of Motion Detection Methods
4.1 Motion Models
4.2 Estimation Criteria
4.3 Search Strategies
5 Practical Motion Estimation Algorithms
5.1 Global Motion Estimation
5.2 Block Matching
5.3 Phase Correlation
5.4 Optical Flow via Regularization
5.5 MAP Estimation of Dense Motion
5.6 Experimental Comparison of Motion ...
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