Digital image stabilization - Computer Graphics Laboratory

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Commercial <strong>stabilization</strong> ✦ http://www.ovation.co.uk/Video-Stabilization.html ✦ Tuesday, February 23, 2010
Tracking ✦ http://citeseerx.ist.psu.edu/viewdoc/download? doi=10.1.1.84.8498&rep=rep1&type=pdf ✦ Tuesday, February 23, 2010
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Tuesday, February 23, 2010 Image al
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DENOISING Tuesday, February 23, 201
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Single frame Tuesday, February 23,
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EXTENDED DEPTH of FIELD Tuesday, Fe
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Focal stack Tuesday, February 23, 2
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Macro montage • 55 images here Tu
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Focal stack & plenoptic cameraStanf
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References • http://www.janrik.ne
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Interactive Digital Photomontage
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Family portrait challenge Tuesday,
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Family portrait challenge Tuesday,
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Digital photomontage Tuesday, Febru
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Tourist removal Tuesday, February 2
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Wire removal Tuesday, February 23,
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Image alignment goals ✦ Multiple-
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Approaches: model or not ✦ Model
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Brute force: dense & model-based
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Optical flow: dense, non-parametr.
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1D brightness constancy ✦ Goal: E
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Same in 2D ✦ If It is the time de
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Aperture problem Tuesday, February
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Small motion problem ✦ The first
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Coarse-to-fine optical flow image H
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Coarse-to-fine optical flow image H
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Coarse-to-fine optical flow image J
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Coarse-to-fine optical flow image J
Page 83 and 84: Image alignment: translation Tuesda
Page 85 and 86: Other application: retiming ✦ Gen
Page 87 and 88: Good features to track ✦ Idea: so
Page 89 and 90: Condition for solvability Tuesday,
Page 91 and 92: Edge Tuesday, February 23, 2010 - l
Page 93 and 94: High textured region Tuesday, Febru
Page 95 and 96: Recap ✦ Brute force : dense, mode
Page 97 and 98: MODEL FITTING Tuesday, February 23,
Page 99 and 100: Fitting a model ✦ e.g. affine: x
Page 101 and 102: VIEWFINDER ALIGNMENT Tuesday, Febru
Page 103 and 104: Idea: 1D matches of gradient ✦ Co
Page 105 and 106: Application: denoising Pulli / View
Page 107 and 108: Video stabilization : 3 steps ✦ E
Page 109 and 110: Content-Preserving Warps ✦ Liu et
Page 111 and 112: Solving for warp ✦ Grid over imag
Page 113 and 114: Results Tuesday, February 23, 2010
Page 115 and 116: Video Tuesday, February 23, 2010
Page 117 and 118: Video matching ✦ Sand and Teller
Page 119 and 120: Match move ✦ For compositing with
Page 121 and 122: Live action ✦ Note orange balls t
Page 123 and 124: Miniature construction Tuesday, Feb
Page 125 and 126: 5 degrees of freedom camera robot T
Page 127 and 128: RE- PHOTOGRAPHY Tuesday, February 2
Page 129 and 130: s found in Step 2 and estimates cam
Page 131 and 132: Bae et al. Tuesday, February 23, 20
Page 133: Video stabilization ✦ http://www.
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