Research on panoramic mosaic of multiple images

Haoxuan Liu

doi:10.54254/2755-2721/15/20230810

Research Article

Open access

Published on 23 October 2023

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Liu,H. (2023). Research on panoramic mosaic of multiple images. Applied and Computational Engineering,15,60-68.

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Research on panoramic mosaic of multiple images

Haoxuan Liu *^,1,

¹ University of Science and Technology Beijing

* Author to whom correspondence should be addressed.

https://doi.org/10.54254/2755-2721/15/20230810

Abstract

With the continuous improvement of the manufacturing process of mobile phone cameras, the demand for panoramic photos by the industry and the public is not limited to ordinary cylindrical panoramic images, so a series of accurate panoramic image stitching technologies have been derived. However, these techniques often fail to take into account the stitching effect and speed, and there is still a technical gap in current multi-image panoramic stitching techniques. This article mainly compares the accuracy and efficiency of various feature extraction algorithms to select the most suitable algorithm for obtaining feature point pairs and estimating the homography matrix. Finally, a dual band hybrid algorithm is used to distort and fuse multiple images into panoramic photos. The results show that the panoramic images generated with multiple images using the algorithm provided in this paper are very good, even though there is a little bit of light and dark interlacing and ghosting.

Keywords

multi-image, panorama mosaic, feature extraction, image blending

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References

[1]. Ha, S. J., Koo, H. I. , Sang, H. L. , Cho, N. I. , & Kim, S. K. . Panorama mosaic optimization for mobile camera systems.2007 IEEE Transactions on Consumer Electronics, 53(4), 1217-1225.

[2]. Abdel-Aziz, Y. I., Karara, H. M. Direct linear transformation from comparator coordinates into object space in close-range photogrammetry. 1971 American Society of Photogrammetry, 1-10.

[3]. Fischler, M. A. , Bolles, R. C.. Random sample consensus. 1981 Communications of the ACM.

[4]. Zaragoza, J., Chin, T. , Tran, Q. , Brown, M. S. Suter, D.. As-projective-as-possible image stitching with moving dlt.2014 IEEE Trans Pattern Anal Mach Intell, 36(7), 1285-1298.

[5]. Brown, M. , & Lowe, D. G.. Automatic panoramic image stitching using invariant features. 2007, International Journal of Computer Vision, 74(1), 59-73.

[6]. Qi Fengshan & Jiang Tingyao. (2016). Improvement of QR code image angle point detection method based on Harris. 2016 Software Guide (05), 199-201.

[7]. Liu, X. , Yu, H. T. , & Chen, B. M. Adaptive Weight Multi-Band Blending Based Fast Aerial Image Stitching and Mapping. 2018 15th International Conference on Control, Automation, Robotics and Vision. 1-12.

[8]. Pan, X. , & Lyu, S. Region duplication detection using image feature matching. 2010 IEEE Transactions on Information Forensics & Security, 5(4), 857-867.

[9]. Liu Guixi,&Yang Wanhai Image fusion method and performance evaluation based on multi scale contrast tower, 2001 Journal of Optics, 21 (11), 7

[10]. Chiba, N. , Kano, H. , Higashihara, M. , Yasuda, M. , & Osumi, M. Feature-based image mosaicking, 1998 Journal of Optics, 19 (15).

Cite this article

Liu,H. (2023). Research on panoramic mosaic of multiple images. Applied and Computational Engineering,15,60-68.

Data availability

The datasets used and/or analyzed during the current study will be available from the authors upon reasonable request.

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About volume

Volume title: Proceedings of the 5th International Conference on Computing and Data Science

Conference website: https://2023.confcds.org/

ISBN：978-1-83558-021-9(Print) / 978-1-83558-022-6(Online)

Conference date: 14 July 2023

Editor：Marwan Omar, Roman Bauer, Alan Wang

Series: Applied and Computational Engineering

Volume number: Vol.15

ISSN：2755-2721(Print) / 2755-273X(Online)

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