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Motion Field and Optical Flow
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Outline Motion Field and Optical Flow Definition, Example, Relation Optical Flow Constraint Equation Assumptions & Derivation, Related Problems Space-Time Diagram Definition, Example
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Motion Field Projection of the 3-D velocity field on the 2-D image plane.
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Optical Flow Apparent motion of the brightness pattern in the image.
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Optical Flow Motion Field
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Optical Flow Constraint Equation 1.Assumptions uniform illumination Lambertian surface reflectance translation // image plane
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Optical Flow Constraint Equation 2.Equation Derivation
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OFCE: Correspondence Problem
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OFCE: Aperture Problem
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OFCE: Smoothness Restraints Small gradient of the optical flow ( Es ) Small error in OFCE ( Ec ) Objective : minimize ( Es + k Ec )
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Space-Time Diagram
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