Skip to main content
Top

2019 | OriginalPaper | Chapter

An Effective Dual-Fisheye Lens Stitching Method Based on Feature Points

Authors : Li Yao, Ya Lin, Chunbo Zhu, Zuolong Wang

Published in: MultiMedia Modeling

Publisher: Springer International Publishing

Activate our intelligent search to find suitable subject content or patents.

search-config
loading …

Abstract

Fisheye lens is a super-wide-angle lens which is very light. Usually two cameras can shoot 360-degree panoramic images. However, the limited overlapping field of views make it hard to stitch in the boundaries. This paper introduces a novel method for dual-fisheye camera stitching based on feature points. And we also put forward the idea of expanding to video. Results show that this method can be used to produce high-quality panoramic images by stitching the original images of the dual-fisheye camera Samsung Gear 360.

Dont have a licence yet? Then find out more about our products and how to get one now:

Springer Professional "Wirtschaft+Technik"

Online-Abonnement

Mit Springer Professional "Wirtschaft+Technik" erhalten Sie Zugriff auf:

  • über 102.000 Bücher
  • über 537 Zeitschriften

aus folgenden Fachgebieten:

  • Automobil + Motoren
  • Bauwesen + Immobilien
  • Business IT + Informatik
  • Elektrotechnik + Elektronik
  • Energie + Nachhaltigkeit
  • Finance + Banking
  • Management + Führung
  • Marketing + Vertrieb
  • Maschinenbau + Werkstoffe
  • Versicherung + Risiko

Jetzt Wissensvorsprung sichern!

Springer Professional "Technik"

Online-Abonnement

Mit Springer Professional "Technik" erhalten Sie Zugriff auf:

  • über 67.000 Bücher
  • über 390 Zeitschriften

aus folgenden Fachgebieten:

  • Automobil + Motoren
  • Bauwesen + Immobilien
  • Business IT + Informatik
  • Elektrotechnik + Elektronik
  • Energie + Nachhaltigkeit
  • Maschinenbau + Werkstoffe




 

Jetzt Wissensvorsprung sichern!

Springer Professional "Wirtschaft"

Online-Abonnement

Mit Springer Professional "Wirtschaft" erhalten Sie Zugriff auf:

  • über 67.000 Bücher
  • über 340 Zeitschriften

aus folgenden Fachgebieten:

  • Bauwesen + Immobilien
  • Business IT + Informatik
  • Finance + Banking
  • Management + Führung
  • Marketing + Vertrieb
  • Versicherung + Risiko




Jetzt Wissensvorsprung sichern!

Literature
3.
go back to reference Brown, M., Lowe, D.G.: Automatic panoramic image stitching using invariant features. Int. J. Comput. Vis. 74(1), 59–73 (2007)CrossRef Brown, M., Lowe, D.G.: Automatic panoramic image stitching using invariant features. Int. J. Comput. Vis. 74(1), 59–73 (2007)CrossRef
4.
go back to reference Gao, J., Kim, S.J., Brown, M.S.: Constructing image panoramas using dual-homography warping. In: IEEE Conference on Computer Vision and Pattern Recognition, pp. 49–56. IEEE Computer Society (2011) Gao, J., Kim, S.J., Brown, M.S.: Constructing image panoramas using dual-homography warping. In: IEEE Conference on Computer Vision and Pattern Recognition, pp. 49–56. IEEE Computer Society (2011)
5.
go back to reference Matsushita, Y.: Smoothly varying affine stitching. In: Computer Vision and Pattern Recognition, pp. 345–352. IEEE (2011) Matsushita, Y.: Smoothly varying affine stitching. In: Computer Vision and Pattern Recognition, pp. 345–352. IEEE (2011)
7.
go back to reference Lin, K., Liu, S., Cheong, L.F.: Seamless video stitching from hand-held camera inputs. In: Computer Graphics Forum, pp. 479–487 (2016)CrossRef Lin, K., Liu, S., Cheong, L.F.: Seamless video stitching from hand-held camera inputs. In: Computer Graphics Forum, pp. 479–487 (2016)CrossRef
8.
go back to reference Ho, T., et al.: 360-degree video stitching for dual-fisheye lens cameras based on rigid moving least squares. In: IEEE International Conference on Image Processing, pp. 51–55. IEEE (2017) Ho, T., et al.: 360-degree video stitching for dual-fisheye lens cameras based on rigid moving least squares. In: IEEE International Conference on Image Processing, pp. 51–55. IEEE (2017)
10.
go back to reference Burt, P.J.: A multiresolution spline with applications to image mosaics. ACM Trans. Comput. Graph. 2(4), 217–236 (1983)CrossRef Burt, P.J.: A multiresolution spline with applications to image mosaics. ACM Trans. Comput. Graph. 2(4), 217–236 (1983)CrossRef
11.
go back to reference Ho, T., Budagavi, M.: Dual-fisheye lens stitching for 360-degree imaging. In: IEEE International Conference on Acoustics, Speech and Signal Processing, pp. 2172–2176. IEEE (2017) Ho, T., Budagavi, M.: Dual-fisheye lens stitching for 360-degree imaging. In: IEEE International Conference on Acoustics, Speech and Signal Processing, pp. 2172–2176. IEEE (2017)
12.
go back to reference Stricker, A.M.A., Orengo, M.: Similarity of color images. In: Proceedings of SPIE Storage & Retrieval for Image & Video Databases, vol. 2420, pp. 381–392 (1995) Stricker, A.M.A., Orengo, M.: Similarity of color images. In: Proceedings of SPIE Storage & Retrieval for Image & Video Databases, vol. 2420, pp. 381–392 (1995)
13.
go back to reference Ngo, H.T., Asari, V.K.: A pipelined architecture for real-time correction of barrel distortion in wide-angle camera images. IEEE Trans. Circuits Syst. Video Technol. 15(3), 436–444 (2005)CrossRef Ngo, H.T., Asari, V.K.: A pipelined architecture for real-time correction of barrel distortion in wide-angle camera images. IEEE Trans. Circuits Syst. Video Technol. 15(3), 436–444 (2005)CrossRef
14.
go back to reference Ying, X.H.: Fisheye lense distortion correction using spherical perspective projection constraint. Chin. J. Comput. (2003) Ying, X.H.: Fisheye lense distortion correction using spherical perspective projection constraint. Chin. J. Comput. (2003)
15.
go back to reference Sharghi, S.D., Kamangar, F.A.: Geometric feature-based matching in stereo images. In: 1999 Proceedings of IEEE Information, Decision and Control, IDC 1999, pp. 65–70 (1999) Sharghi, S.D., Kamangar, F.A.: Geometric feature-based matching in stereo images. In: 1999 Proceedings of IEEE Information, Decision and Control, IDC 1999, pp. 65–70 (1999)
16.
go back to reference Fischler, M.A., Bolles, R.C.: Random sample consensus. Commun. ACM 24(6), 381–395 (1981)CrossRef Fischler, M.A., Bolles, R.C.: Random sample consensus. Commun. ACM 24(6), 381–395 (1981)CrossRef
18.
go back to reference Gao, J., Li, Y., Chin, T.J., Brown, M.S.: Seam-driven image stitching. In: Eurographics (2013) Gao, J., Li, Y., Chin, T.J., Brown, M.S.: Seam-driven image stitching. In: Eurographics (2013)
19.
go back to reference Xiao, J.S., Rao, T.Y.: An image fusion algorithm of Laplacian pyramid based on graph cuting. J. Optoelectron. Laser 25(7), 1416–1424 (2014) Xiao, J.S., Rao, T.Y.: An image fusion algorithm of Laplacian pyramid based on graph cuting. J. Optoelectron. Laser 25(7), 1416–1424 (2014)
20.
go back to reference Rublee, E., et al.: ORB: an efficient alternative to SIFT or SURF. In: International Conference on Computer Vision, Barcelona, pp. 2564–2571 (2011) Rublee, E., et al.: ORB: an efficient alternative to SIFT or SURF. In: International Conference on Computer Vision, Barcelona, pp. 2564–2571 (2011)
21.
22.
go back to reference Li, Y., et al.: A fast rotated template matching based on point feature. In: MIPPR 2005: SAR and Multispectral Image Processing, 60431P–60431P-7 (2005) Li, Y., et al.: A fast rotated template matching based on point feature. In: MIPPR 2005: SAR and Multispectral Image Processing, 60431P–60431P-7 (2005)
Metadata
Title
An Effective Dual-Fisheye Lens Stitching Method Based on Feature Points
Authors
Li Yao
Ya Lin
Chunbo Zhu
Zuolong Wang
Copyright Year
2019
DOI
https://doi.org/10.1007/978-3-030-05710-7_55