restoring 2d content from distorted documents michael s. brown,mingxuan sun, ruigang yang,lin yun,...

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Restoring 2D Content from Distorted Documents Michael S. Brown,Mingxuan Sun, Ruigang Yang,Lin Yun, W.Brent S eales

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Page 1: Restoring 2D Content from Distorted Documents Michael S. Brown,Mingxuan Sun, Ruigang Yang,Lin Yun, W.Brent Seales

Restoring 2D Content from Distorted Documents

Michael S. Brown,Mingxuan Sun,

Ruigang Yang,Lin Yun, W.Brent Seales

Page 2: Restoring 2D Content from Distorted Documents Michael S. Brown,Mingxuan Sun, Ruigang Yang,Lin Yun, W.Brent Seales

Introduction

Page 3: Restoring 2D Content from Distorted Documents Michael S. Brown,Mingxuan Sun, Ruigang Yang,Lin Yun, W.Brent Seales

System Overview

Page 4: Restoring 2D Content from Distorted Documents Michael S. Brown,Mingxuan Sun, Ruigang Yang,Lin Yun, W.Brent Seales

Geometric Correction

Page 5: Restoring 2D Content from Distorted Documents Michael S. Brown,Mingxuan Sun, Ruigang Yang,Lin Yun, W.Brent Seales

Geometric Correction

Page 6: Restoring 2D Content from Distorted Documents Michael S. Brown,Mingxuan Sun, Ruigang Yang,Lin Yun, W.Brent Seales

Specifying Fixed Vertices

Page 7: Restoring 2D Content from Distorted Documents Michael S. Brown,Mingxuan Sun, Ruigang Yang,Lin Yun, W.Brent Seales

Specifying Fixed Vertices

RGB to YUV

Illumination edge

Reflectance edge

Page 8: Restoring 2D Content from Distorted Documents Michael S. Brown,Mingxuan Sun, Ruigang Yang,Lin Yun, W.Brent Seales

Shading Correction

Illumination Edge Detection illumination edges = discontinuous 3D geometry

. Gradient is denoted by

. Illumination edges are denoted by {E}

. Example of a set extracted of Illumination edges

Page 9: Restoring 2D Content from Distorted Documents Michael S. Brown,Mingxuan Sun, Ruigang Yang,Lin Yun, W.Brent Seales

Shading Correction

Image Restoration

Page 10: Restoring 2D Content from Distorted Documents Michael S. Brown,Mingxuan Sun, Ruigang Yang,Lin Yun, W.Brent Seales

Bleed Correction

Page 11: Restoring 2D Content from Distorted Documents Michael S. Brown,Mingxuan Sun, Ruigang Yang,Lin Yun, W.Brent Seales

Result

Page 12: Restoring 2D Content from Distorted Documents Michael S. Brown,Mingxuan Sun, Ruigang Yang,Lin Yun, W.Brent Seales

Result

Page 13: Restoring 2D Content from Distorted Documents Michael S. Brown,Mingxuan Sun, Ruigang Yang,Lin Yun, W.Brent Seales

Result