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My ICIP 2006 Schedule
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Paper Detail
| Paper: | MP-L5.1 |
| Session: | Interpolation and Inpainting |
| Time: | Monday, October 9, 14:20 - 14:40 |
| Presentation: |
Lecture |
| Topic: |
Interpolation and Super-Resolution: Interpolation |
| Title: |
ADAPTABLE IMAGE INTERPOLATION WITH SKELETON-TEXTURE SEPARATION |
| Authors: |
Takahiro Saito; Kanagawa University | | | | | Yuki Ishii; Kanagawa University | | | | | Yousuke Nakagawa; Kanagawa University | | | | | Takashi Komatsu; Kanagawa University | | |
| Abstract: |
This paper presents an adaptable interpolation approach that can adjust edge sharpness and texture intensity to reconstruct a high quality image according to user’s taste in picture quality. Our interpolation approach first resolves an input image I into its skeleton image U and its texture generator V and its residual image D such that I = UV + D, and then interpolates each of the three components independently with a proper interpolation method suitable to each. The skeleton image is a bounded-variation function meaning a cartoon approximation of I, and interpolated with a super-resolution deblurring-oversampling method that interpolates sharp edges without producing ringing artifacts. The texture generator is an oscillatory function representing regular distinct textures, and interpolated with a standard linear interpolation algorithm. The residual image is a function with some randomness, and interpolated with a statistical re-sampling interpolation algorithm. |
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