Skip to main content

Video Mosaicing

  • Living reference work entry
  • First Online:
Encyclopedia of Robotics
  • 294 Accesses

Synonyms

Panoramic image generation; Video alignment and stitching; Video mosaicing; Video registration

Definition

Image mosaicing is the process of generating a composite image (mosaic) from a video sequence or in general from a set of overlapping images of a scene or an object, usually resulting in a mosaic image with a larger field of view than any of the original images.

Overview

When collecting a video about a scene or object, especially with a mobile platform (such as a robot), each individual image in the video may be limited compared to the desired final product, including limitations in the field of view, dynamic range, or image resolution. Generating mosaics with larger fields of view (Iketani et al. 2006; Irani et al. 1995; Rousso et al. 1998; Peleg and Ben-Ezra 1999; Shum and Szeliski 1999; Zhu et al. 2004), higher dynamic ranges (Eden et al. 2006), and/or higher image resolutions (Marzotto et al. 2004) facilitates video viewing, video understanding, video transmission,...

This is a preview of subscription content, log in via an institution to check access.

Access this chapter

Institutional subscriptions

References

  • Agarwala A, Dontcheva M, Agrawala M, Drucker S, Colburn A, Curless B, Salesin D, Cohen M (2004) Interactive digital photomontage. ACM Trans Graph 23(3):292–300

    Google Scholar 

  • Agarwala A, Zheng C, Pal C, Agrawala M, Cohen M, Curless B, Salesin D, Szeliski R (2005) Panoramic video textures. ACM Trans Graph 24(3):821–827

    Article  Google Scholar 

  • Burt PJ, Adelson EH (1983) A multiresolution spline with applications to image mosaics. ACM Trans Graph 2(4):217–236

    Article  Google Scholar 

  • Colena C, Kashyap N, Yau D, Cavalluzzi C, Zhu Z (2018) Panoramik: finding and locating objects via panoramic camera techniques. J Technol Pers Disabil, 6, 18–31,. CSUN Center on Disabilities

    Google Scholar 

  • Colorado J, Mondragon I, Rodriguez J, Castiblanco C (2015) Geo-mapping and visual stitching to support landmine detection using a low-cost UAV. Int J Adv Robot Syst. https://doi.org/10.5772/61236

  • Dickson P, Li J, Zhu Z, Hanson A, Riseman E, Sabrin H, Schultz H, Whitten G (2002) Mosaic generation for under-vehicle inspection. In: IEEE workshop on applications of computer vision, Orlando, Dec 3–4

    Google Scholar 

  • Eden A, Uyttendaele M, Szeliski R (2006) Seamless image stitching of scenes with large motions and exposure differences. In: IEEE computer society conference on computer vision and pattern recognition (CVPR’2006), 2498–2505

    Google Scholar 

  • Harris C, and Stephens M (1988) A combined corner and edge detector. In: Fourth alvey vision conference, pp 147–151

    Google Scholar 

  • Iketani A, Sato T, Ikeda S, Kanbara M, Nakajima N, Yokoya N (2006) Video mosaicing for curved documents based on structure from motion. ICPR 4:391–396

    Google Scholar 

  • Irani M, Anandan P, Hsu SC (1995) Mosaic based representations of video sequences and their applications. In: ICCV, pp 605–611

    Google Scholar 

  • Kose K et al (2017) Automated video-mosaicking approach for confocal microscopic imaging in vivo: an approach to address challenges in imaging living tissue and extend field of view. Sci Rep 7(10759)

    Google Scholar 

  • Kumar R, Anandan P, Irani M, Bergen J, Hanna K (1995) Representation of scenes from collections of images. In: IEEE workshop on representations of visual scenes, pp 10–17

    Google Scholar 

  • Lowe L (2004) Distinctive image features from scale-invariant keypoints. Int J Comput Vis 60(2):91–110

    Article  Google Scholar 

  • Marzotto R, Fusiello A, Murino V (2004) High resolution video mosaicing with global alignment. CVPR 1:692–698

    Google Scholar 

  • Molina E, Zhu Z (2014) Persistent aerial video registration and fast multi-view mosaicing. IEEE Trans Image Process 23(5):2184–2192

    Article  MathSciNet  Google Scholar 

  • Peleg S, Ben-Ezra M (1999) Stereo panorama with a single camera. CVPR:1395–1401

    Google Scholar 

  • Peleg S, Rousso B, Rav-Acha A, Zomet A (2000) Mosaicing on adaptive manifolds. IEEE Trans Pattern Anal Mach Intell 1144–1154

    Google Scholar 

  • Qu Y, Khoo WL, Molina E, Zhu Z (2010) Multimodal 3D panoramic imaging using a precise rotating platform. In: IEEE/ASME international conference on advanced intelligent mechatronics (AIM 2010), Montreal, 6–9 July 2010

    Google Scholar 

  • Rademacher P, Bishop G (1998) Multiple-center-of-projection images. In: Computer graphics proceedings, Annual conference series, pp 199–206

    Google Scholar 

  • Rav-Acha A, Pritch Y, Lischinski D, Peleg S (2005) Dynamosaics: video mosaics with non-chronological time. In: IEEE computer society conference on computer vision and pattern recognition (CVPR’2005), pp 58–65

    Google Scholar 

  • Rousso B, Peleg S, Finci I, Rav-Acha A (1998) Universal mosaicing using pipe projection. ICCV:945–952

    Google Scholar 

  • Rzhanov Y (2013) Photo-mosaicing of images of pipe inner surface. SIViP 7(5):865–871. https://doi.org/10.1007/s11760-011-0275-z

    Article  Google Scholar 

  • Shum H-Y, Szeliski R (1999) Stereo reconstruction from multiperspective panoramas. In: Seventh international conference on computer vision (ICCV’99), pp 14–21

    Google Scholar 

  • Shum H, Szeliski R (2000) Systems and experiment paper: construction of panoramic image mosaics with global and local alignment. Int J Comput Vis:101–130

    Google Scholar 

  • Summan R, Dobie G, Guarato F, MacLeod C, Marshall S (2015) Image mosaicing for automated pipe scanning. AIP Conf Proc 1650:1334. https://doi.org/10.1063/1.4914747

    Article  Google Scholar 

  • Szeliski R (2006) Image alignment and stitching: a tutorial. Found Trends Comput Graph Vis 2(1):1–104

    Article  MathSciNet  Google Scholar 

  • Tang H, Zhu Z (2012) Content-based 3d mosaics for representing videos of dynamic urban scenes. IEEE Trans Circuits Syst Video Technol 22(2):295–308

    Article  Google Scholar 

  • Taylor CN, Andersen ED (2008) An automatic system for creating geo-referenced mosaics from MAV video. In: IROS, pp 1248–1253

    Google Scholar 

  • Wang T, Zhu Z, Taylor CN (2013) A multimodal temporal panorama approach for moving vehicle detection, reconstruction and classification. Comput Vis Image Underst 117(12):1724–1735. Special issue on machine vision beyond visible spectrum

    Article  Google Scholar 

  • Xu Y, Ou J, He H, Zhang X, Mills J (2016) Mosaicking of unmanned aerial vehicle imagery in the absence of camera poses. Remote Sens 8(3):204

    Article  Google Scholar 

  • Zheng JY, Tsuji S (1992) Panoramic representation for route recognition by a mobile robot. Int J Comput Vis 9(1):55–76

    Article  Google Scholar 

  • Zhu Z, Hanson A (2004) LAMP: 3D layered, adaptive-resolution and multi-perspective panorama – a new scene representation. Comput Vis Image Underst., Special issue on model-based and image-based 3D scene representation for interactive visualization, 96, 3, December, 294-326

    Google Scholar 

  • Zhu Z, Hanson A (2006) Mosaic-based 3D scene representation and rendering. Signal Process Image Commun, 21, no 6, Elsevier B.V., October: 739-754. Special issue on interactive representation of still and dynamic scenes, Elsevier

    Google Scholar 

  • Zhu Z, Hanson AR, Riseman EM (2004) Generalized parallel-perspective stereo mosaics from airborne video. IEEE Trans Pattern Anal Mach Intell:226–237

    Google Scholar 

  • Zhu Z, Riseman EM, Hanson AR, Schultz HJ (2005) An efficient method for geo-referenced video mosaicing for environmental monitoring. Mach Vis Appl:203–216

    Google Scholar 

  • Zhu Z, Xu G, Riseman E, Hanson A (2006) Fast construction of dynamic and multi-resolution 360° panoramas from video sequences. Image Vis Comput 24(1):13–26

    Article  Google Scholar 

Download references

Author information

Authors and Affiliations

Authors

Corresponding author

Correspondence to Zhigang Zhu .

Editor information

Editors and Affiliations

Section Editor information

Rights and permissions

Reprints and permissions

Copyright information

© 2020 Springer-Verlag GmbH Germany, part of Springer Nature

About this entry

Check for updates. Verify currency and authenticity via CrossMark

Cite this entry

Zhu, Z. (2020). Video Mosaicing. In: Ang, M., Khatib, O., Siciliano, B. (eds) Encyclopedia of Robotics. Springer, Berlin, Heidelberg. https://doi.org/10.1007/978-3-642-41610-1_106-1

Download citation

  • DOI: https://doi.org/10.1007/978-3-642-41610-1_106-1

  • Received:

  • Accepted:

  • Published:

  • Publisher Name: Springer, Berlin, Heidelberg

  • Print ISBN: 978-3-642-41610-1

  • Online ISBN: 978-3-642-41610-1

  • eBook Packages: Springer Reference EngineeringReference Module Computer Science and Engineering

Publish with us

Policies and ethics