Skip to main content
Disciplines
Automotive Business IT + Informatics Construction + Real Estate Electrical Engineering + Electronics Energy + Sustainability Insurance + Risk Finance + Banking Management + Leadership Marketing + Sales Mechanical Engineering + Materials
Events
DE
EN
Books
Journals
Topic Page
Marketing
Start single access now
Access for companies
EXTENDED SEARCH
Log in
Top
Published in:
Fuzzy Logic Based UPFC Controller for Voltage Stability and Reactive Control of a Stand-Alone Hybrid System Read chapter Read first chapter

2016 | OriginalPaper | Chapter

Panoramic Image Mosaicing: An Optimized Graph-Cut Approach

Authors : Achala Pandey, Umesh C. Pati

Published in: Proceedings of 3rd International Conference on Advanced Computing, Networking and Informatics

Publisher: Springer India

Log in

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

search-config
loading …

Abstract

Panoramic images have numerous important applications in the area of computer vision, video coding/enhancement, virtual reality and surveillance. The process of building panorama using mosaicing technique is a challenging task as it requires consideration of various factors such as camera motion, sensor noise and illumination difference, that deteriorate the quality of the mosaic. This paper proposes a feature based mosaicing technique for creation of high quality panoramic image. The algorithm mitigates the problem of seam by aligning the images employing Scale Invariant Feature Transform (SIFT) features and blending the overlapping region using optimized graph-cut. The results show the efficacy of the proposed algorithm.

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!

inform now

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!

inform now

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!

inform now
previous chapter Z-Transform Based Digital Image Watermarking Scheme with DWT and Chaos
next chapter Spatial Resolution Assessment in Low Dose Imaging
Literature
1.
Hsieh, J.W.: Fast stitching algorithm for moving object detection and mosaic construction. Image Vis. Comput. 22(4), 291–306 (2004)CrossRef
2.
Chan, S.C., Shum, H.Y., Ng, K.T.: Image based rendering and systhesis. IEEE Signal Process. Mag. 24(6), 22–33 (2007)CrossRef
3.
Szeliski, R., Shum, H.Y.: Creating full view panoramic image mosaics and environment maps. In: Proceedings of SIGGRAPH, pp. 251–258 (1997)
4.
Irani, M., Anandan, P.: Video indexing based on mosaic representation. Proc. IEEE 86(5), 905–921 (1998)CrossRef
5.
Kekec, T., Vildirim, A., Unel, M.: A new approach to real-time mosaicing of aerial images. Robot. Auton. Syst. 62, 1755–1767 (2014)CrossRef
6.
Gledhill, D., Tian, G.Y., Taylor, D., Clarke, D.: Panoramic imaging—a review. Comput. Graph. 27, 435–445 (2003)CrossRef
7.
Brown, M., Lowe, D.: Recognising panoramas. In: Proceedings of Ninth IEEE International Conference on Computer Vision, Nice, France, vol. 2, pp. 1218–1225 (2003)
8.
Marzotto, R., Fusiello, A., Murino, V.: High resolution video mosaicing with global alignment. In: Proceedings of IEEE Computer Society Conference on Computer Vision and Pattern Recognition, Washington, DC. vol. 1, pp. 692–698 (2004)
9.
Robinson, J.A.: A simplex-based projective transform estimator. In: Proceedings of International Conference on Visual Information Engineering, U.K., pp. 290–293 (2003)
10.
Lowe, D.: Distinctive image features from scale-invariant keypoints. Int. J. Comput. Vision 60(2), 91–110 (2004)CrossRef
11.
Fischler, M., Bolles, R.: Random sample consensus: A paradigm for model fitting with application to image analysis and automated cartography. Commun. ACM 24, 381–395 (1981)MathSciNetCrossRef
12.
Kim, D.H., Yoon, Y.I., Choi, J.S.: An efficient method to build panoramic image mosaics. Pattern Recogn. Lett. 24, 2421–2429 (2003)MATHCrossRef
13.
Mann, S., Picard, R.W.: Video orbits of the projective group: a simple approach to featureless estimation of parameters. IEEE Trans. Image Process. 6(9), 1281–1295 (1997)CrossRef
14.
Efros, A.A., Freeman, W.T.: Image quilting for texture synthesis and transfer. In: Proceedings 28th Annual Conference SIGGRAPH, Los Angeles, CA, USA, pp. 341–346 (2001)
15.
Kwatra, V., Schodl, A., Essa, I., Turk, G., Bobick, A.: Graphcut textures: image and video synthesis using graph cuts. ACM Trans. Graphics 277–286
Metadata
Title
Panoramic Image Mosaicing: An Optimized Graph-Cut Approach
Authors
Achala Pandey
Umesh C. Pati
Copyright Year
2016
Publisher
Springer India
Book
Proceedings of 3rd International Conference on Advanced Computing, Networking and Informatics

Print ISBN: 978-81-322-2537-9

Electronic ISBN: 978-81-322-2538-6

Copyright Year: 2016

DOI
https://doi.org/10.1007/978-81-322-2538-6_31

Premium Partner

    Image Credits