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Published byFrank Burns Modified over 9 years ago
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The Trilateral Filter for High Contrast Images and Meshes
Prasun Choudhury and Jack Tumblin Speaker: Di jiantao Feb 28,2008
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About the author---Prasun Choudhury
Current: Computer Scientist at Adobe Systems Inc. Past: Computer Graphics Research Engineer at Nokia Research Center. Staff software Engineer at Intel Corp. Simulation Software Engineer at Immersion Corp. Education: Northwestern University Indian Institute of Science Jadavpur University RKM Narendrapur
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About the author---Jack Tumblin
Associate Professor, EECS Department, Computer Science, Northwestern University. Research interests: Computational Photography & Illumination. Computer Vision and Interactive Computer Graphics. High Dynamic Range (HDR) Images and Image Processing. Digital Archives of Visual Appearance for Museum Collections. Human Visual Perception, Psychophysics, and Physiology.
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Filter methods: Gaussian Filter
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Filter methods: Bilateral Filter
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Gaussian, Bilateral and Trilateral Filter Windows
The changes of Trilateral filter: Tilting. S measures its closeness to the plane through I(x). Adaptive neighborhood.
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Step 1 of Trilateral Filter for Image
Bilateral smooth gradients
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Step2 of Trilateral Filter for Image
Trilateral smooth image Compute approximate value Compute Filter
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Results
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Results
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Results
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Application 1: Contrast Reduction
Contrast reduction method based on edge-preserving filters. Base is compressible and Details are incompressible. Compress:
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Results of Contrast Reduction
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Results of Contrast Reduction
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Results of Contrast Reduction
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Application 2: Mesh Smoothing
A two-step process: Trilateral normal filtering. Bilateral smooth vertex normal. Trilateral vertex filtering.
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Signs Definition ---vertex position ---vertex normal ---mesh face
---face normal ---face center point ---bilaterally smoothed vertex normal ---tangent plane pass through
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Trilateral normal filter
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Trilateral Vertex Filter
is the projection of on the plane
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Results of Mesh Smoothing
Original Model Smoothed Model Noisy Model
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Results of Mesh Smoothing
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Results of Mesh Smoothing
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Thank you!
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