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Photo zoom: high resolution from unordered image collections

Published: 26 July 2010 Publication History

Abstract

We present a system to automatically construct high resolution images from an unordered set of low resolution photos. It consists of an automatic preprocessing step to establish correspondences between any given photos. The user may then choose one image and the algorithm automatically creates a higher resolution result, several octaves larger up to the desired resolution. Our recursive creation scheme allows to transfer specific details at subpixel positions of the original image. It adds plausible details to regions not covered by any of the input images and eases the acquisition for large scale panoramas spanning different resolution levels.

References

[1]
Han, C., Risser, E., Ramamoorthi, R., and Grinspun, E. 2008. Multiscale texture synthesis. Proc. SIGGRAPH '08 27, 3, 1--8.
[2]
van Ouwerkerk, J. D. 2006. Image super-resolution survey. Image Vision Comput. 24, 10, 1039--1052.

Cited By

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  • (2023)Progressive refinement imaging with depth-assisted disparity correctionComputers & Graphics10.1016/j.cag.2023.07.036115(446-460)Online publication date: Oct-2023
  • (2020)Adaptive Compositing and Navigation of Variable Resolution ImagesComputer Graphics Forum10.1111/cgf.1417840:1(138-150)Online publication date: 30-Oct-2020
  • (2019)Progressive Refinement ImagingComputer Graphics Forum10.1111/cgf.1380839:1(360-374)Online publication date: 4-Sep-2019
  • Show More Cited By

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  1. Photo zoom: high resolution from unordered image collections

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      cover image ACM Conferences
      SIGGRAPH '10: ACM SIGGRAPH 2010 Posters
      July 2010
      156 pages
      ISBN:9781450303934
      DOI:10.1145/1836845
      • Conference Chair:
      • Cindy Grimm
      Permission to make digital or hard copies of all or part of this work for personal or classroom use is granted without fee provided that copies are not made or distributed for profit or commercial advantage and that copies bear this notice and the full citation on the first page. Copyrights for components of this work owned by others than ACM must be honored. Abstracting with credit is permitted. To copy otherwise, or republish, to post on servers or to redistribute to lists, requires prior specific permission and/or a fee. Request permissions from [email protected]

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      Publication History

      Published: 26 July 2010

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      Author Tags

      1. example-based texture synthesis
      2. super-resolution

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      Overall Acceptance Rate 1,822 of 8,601 submissions, 21%

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      Cited By

      View all
      • (2023)Progressive refinement imaging with depth-assisted disparity correctionComputers & Graphics10.1016/j.cag.2023.07.036115(446-460)Online publication date: Oct-2023
      • (2020)Adaptive Compositing and Navigation of Variable Resolution ImagesComputer Graphics Forum10.1111/cgf.1417840:1(138-150)Online publication date: 30-Oct-2020
      • (2019)Progressive Refinement ImagingComputer Graphics Forum10.1111/cgf.1380839:1(360-374)Online publication date: 4-Sep-2019
      • (2019)Survey on Single Image based Super-resolution — Implementation Challenges and SolutionsMultimedia Tools and Applications10.1007/s11042-019-08254-0Online publication date: 7-Nov-2019
      • (2017)Retrieval Compensated Group Structured Sparsity for Image Super-ResolutionIEEE Transactions on Multimedia10.1109/TMM.2016.261442719:2(302-316)Online publication date: 1-Feb-2017
      • (2015)Temporal and Spatial Evolution through Images2015 IEEE International Symposium on Multimedia (ISM)10.1109/ISM.2015.105(377-380)Online publication date: Dec-2015
      • (2013)Landmark Image Super-Resolution by Retrieving Web ImagesIEEE Transactions on Image Processing10.1109/TIP.2013.227931522:12(4865-4878)Online publication date: 1-Dec-2013
      • (2013)Patch-based spatio-temporal super-resolution for video with non-rigid motionSignal Processing: Image Communication10.1016/j.image.2013.02.00228:5(483-493)Online publication date: May-2013
      • (2012)Super-resolution from internet-scale scene matching2012 IEEE International Conference on Computational Photography (ICCP)10.1109/ICCPhot.2012.6215221(1-12)Online publication date: Apr-2012
      • (2011)Edge-constrained image compositingProceedings of Graphics Interface 201110.5555/1992917.1992949(191-198)Online publication date: 25-May-2011

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