Wigner Distributions and How They Relate to the Light Field - PowerPoint PPT Presentation
Wigner Distributions and How They Relate to the Light Field Zhengyun Zhang, Marc Levoy Stanford University IEEE International Conference on Computational Photography 2009 Light Fields and Wave Optics Zhengyun Zhang, Marc Levoy Stanford
Observable Light Field 2 � � � l ( T ) U ( x ) T ( x − s ) e − j 2 π u λ x dx � � obs ( s, u ) = � � � � l ( T ) s, u − s, u � � � � obs ( s, u ) = W U ⊗ W T λ λ Wigner distribution of wave function
Observable Light Field 2 � � � l ( T ) U ( x ) T ( x − s ) e − j 2 π u λ x dx � � obs ( s, u ) = � � � � l ( T ) s, u − s, u � � � � obs ( s, u ) = W U ⊗ W T λ λ Wigner distribution Wigner distribution of wave function of aperture window
Observable Light Field 2 � � � l ( T ) U ( x ) T ( x − s ) e − j 2 π u λ x dx � � obs ( s, u ) = � � � � blur trades off resolution in position with direction l ( T ) s, u − s, u � � � � obs ( s, u ) = W U ⊗ W T λ λ Wigner distribution Wigner distribution of wave function of aperture window
Observable Light Field at zero wavelength limit (regime of ray optics) l ( T ) s, u � � − s, u � � obs ( s, u ) = W U W T ⊗ λ λ Wigner distribution Wigner distribution of wave function of aperture window
Observable Light Field at zero wavelength limit (regime of ray optics) l ( T ) s, u � � obs ( s, u ) = W U ⊗ δ ( − s, u ) λ Wigner distribution of wave function
Observable Light Field at zero wavelength limit (regime of ray optics) l ( T ) s, u � � obs ( s, u ) = W U λ observable light field and Wigner equivalent!
Observable Light Field • observable light field is a blurred Wigner distribution with a modified coordinate system • blur trades off resolution in position with direction • Wigner distribution and observable light field equivalent at zero wavelength limit
Application - Refocusing u s light field
Application - Refocusing Isaksen et. al u 2000 s light field
Application - Refocusing Isaksen et. al u 2000 s light field image at z=0
Application - Refocusing Isaksen et. al u 2000 s light field image at z=z 0
Application - Refocusing Isaksen et. al u f u 2000 light s f s light Fourier field field spectrum
Application - Refocusing Isaksen Ng et. al u f u 2005 2000 light s f s light Fourier field field spectrum
Application - Refocusing Isaksen Ng et. al u f u 2005 2000 light s f s light Fourier field field spectrum image at z=0
Application - Refocusing Isaksen Ng et. al u f u 2005 2000 light s f s light Fourier field field spectrum image at z=z 0
Application - Refocusing Isaksen Ng et. al u f u 2005 2000 light s f s light Fourier field field spectrum f ξ ξ Wigner ambiguity f x x Fourier distribution function
Application - Refocusing Isaksen Ng et. al u f u 2005 2000 light s f s light Fourier field field spectrum image at z=0 f ξ ξ Wigner ambiguity f x x Fourier distribution function
Application - Refocusing Isaksen Ng et. al u f u 2005 2000 light s f s light Fourier field field spectrum image at z=z 0 f ξ ξ Wigner ambiguity f x x Fourier distribution function
Application - Refocusing Isaksen Ng et. al u f u 2005 2000 light s f s light Fourier field field spectrum image at z=0 f ξ ξ Wigner ambiguity f x x Fourier distribution function
Application - Refocusing Isaksen Ng et. al u f u 2005 2000 light s f s light Fourier field field spectrum image at z=z 0 f ξ ξ Wigner ambiguity f x x Fourier distribution function
Application - Refocusing Isaksen Ng et. al u f u 2005 2000 light s f s light Fourier field field spectrum Papoulis f ξ ξ 1974 Wigner ambiguity f x x Fourier distribution function
Application - Wavefront Coding Dowski and Cathey 1995 same aberrant blur regardless of depth of focus
Application - Wavefront Coding Dowski and Cathey 1995 point in scene same aberrant blur regardless of depth of focus
Application - Wavefront Coding Dowski and Cathey 1995 point cubic in scene phase plate same aberrant blur regardless of depth of focus
Application - Wavefront Coding Dowski and Cathey 1995 point small change cubic in scene in blur shape phase plate same aberrant blur regardless of depth of focus
Application - Wavefront Coding slices corresponding to various depths ambiguity function
Application - Wavefront Coding
Application - Wavefront Coding u s point
Application - Wavefront Coding u u s s point before phase plate
Application - Wavefront Coding u u s s point after phase plate
Application - Wavefront Coding u u u s s s at image point after phase plate plane
Application - Wavefront Coding u u u s s s at image point after phase plate plane
Application - Wavefront Coding u • refocusing in ray space is shearing • shearing of a parabola results in translation s • blur shape invariant to refocusing
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