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Author:

Tang, Zhifei (Tang, Zhifei.) | Deng, Mike (Deng, Mike.) | Xiao, Chuangbai (Xiao, Chuangbai.) | Yu, Jing (Yu, Jing.)

Indexed by:

EI Scopus

Abstract:

The traditional projections onto convex sets super-resolution image reconstruction algorithm leads to the halo effect in reconstructed high resolution image, so we present a super-resolution reconstruction method based on wavelet bicubic interpolation algorithm. The new algorithm utilizes wavelet bi-cubic interpolation algorithm to obtain the initial image of POCS algorithm and introduces bilateral filter to estimate point spread function. Bilateral filtering makes non-edge pixel having minimum influence on the edge region. Algorithm also uses adaptive relaxation parameters to reduce the impact of error motion information. Compared with traditional algorithm, experiment results show that the proposed reconstruction algorithm eliminates the halo effect obviously, thus the reconstructed image can achieve a good visual effect. © 2011 IEEE.

Keyword:

Image reconstruction Interpolation Set theory Nonlinear filtering Optical resolving power Optical transfer function Motion estimation

Author Community:

  • [ 1 ] [Tang, Zhifei]College of Computer Science and Technology, Beijing University of Technology, Beijing, China
  • [ 2 ] [Deng, Mike]College of Computer Science and Technology, Beijing University of Technology, Beijing, China
  • [ 3 ] [Xiao, Chuangbai]College of Computer Science and Technology, Beijing University of Technology, Beijing, China
  • [ 4 ] [Yu, Jing]College of Computer Science and Technology, Beijing University of Technology, Beijing, China

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Source :

Year: 2011

Volume: 1

Page: 351-354

Language: English

Cited Count:

WoS CC Cited Count: 0

SCOPUS Cited Count: 23

ESI Highly Cited Papers on the List: 0 Unfold All

WanFang Cited Count:

Chinese Cited Count:

30 Days PV: 5

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