Generating panorama image by synthesizing multiple homography

Seongdo Kim, Youngjung Uh, Hyeran Byun

Research output: Chapter in Book/Report/Conference proceedingConference contribution

4 Citations (Scopus)

Abstract

This paper presents a method to generate image mosaics of a panoramic scene. In general, the relation between images which is required for mosaicing cannot be expressed by a single homography due to geometrical condition of the scene, even if the images are taken at the same position. Many existing methods are using only one homography to make panorama image while ignoring the geometrical variations. Therefore, they experience a lot of distortions and misalignments from input images which contain several planes which cannot be handled by one homography. In this paper, we present a novel method that utilizes synthesis of multiple homography to warp the images. Moreover, our method determines the number of homography automatically, without user's input. By our method, various distortions of shapes and mismatches can be reduced.

Original languageEnglish
Title of host publication2012 IEEE International Conference on Image Processing, ICIP 2012 - Proceedings
Pages2981-2984
Number of pages4
DOIs
Publication statusPublished - 2012 Dec 1
Event2012 19th IEEE International Conference on Image Processing, ICIP 2012 - Lake Buena Vista, FL, United States
Duration: 2012 Sep 302012 Oct 3

Other

Other2012 19th IEEE International Conference on Image Processing, ICIP 2012
CountryUnited States
CityLake Buena Vista, FL
Period12/9/3012/10/3

All Science Journal Classification (ASJC) codes

  • Computer Networks and Communications
  • Information Systems

Cite this

Kim, S., Uh, Y., & Byun, H. (2012). Generating panorama image by synthesizing multiple homography. In 2012 IEEE International Conference on Image Processing, ICIP 2012 - Proceedings (pp. 2981-2984). [6467526] https://doi.org/10.1109/ICIP.2012.6467526
Kim, Seongdo ; Uh, Youngjung ; Byun, Hyeran. / Generating panorama image by synthesizing multiple homography. 2012 IEEE International Conference on Image Processing, ICIP 2012 - Proceedings. 2012. pp. 2981-2984
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Kim, S, Uh, Y & Byun, H 2012, Generating panorama image by synthesizing multiple homography. in 2012 IEEE International Conference on Image Processing, ICIP 2012 - Proceedings., 6467526, pp. 2981-2984, 2012 19th IEEE International Conference on Image Processing, ICIP 2012, Lake Buena Vista, FL, United States, 12/9/30. https://doi.org/10.1109/ICIP.2012.6467526

Generating panorama image by synthesizing multiple homography. / Kim, Seongdo; Uh, Youngjung; Byun, Hyeran.

2012 IEEE International Conference on Image Processing, ICIP 2012 - Proceedings. 2012. p. 2981-2984 6467526.

Research output: Chapter in Book/Report/Conference proceedingConference contribution

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AB - This paper presents a method to generate image mosaics of a panoramic scene. In general, the relation between images which is required for mosaicing cannot be expressed by a single homography due to geometrical condition of the scene, even if the images are taken at the same position. Many existing methods are using only one homography to make panorama image while ignoring the geometrical variations. Therefore, they experience a lot of distortions and misalignments from input images which contain several planes which cannot be handled by one homography. In this paper, we present a novel method that utilizes synthesis of multiple homography to warp the images. Moreover, our method determines the number of homography automatically, without user's input. By our method, various distortions of shapes and mismatches can be reduced.

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Kim S, Uh Y, Byun H. Generating panorama image by synthesizing multiple homography. In 2012 IEEE International Conference on Image Processing, ICIP 2012 - Proceedings. 2012. p. 2981-2984. 6467526 https://doi.org/10.1109/ICIP.2012.6467526