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International Conference on Intelligent Information Hiding and Multimedia Signal Processing

IIH-MSP 2017: Advances in Intelligent Information Hiding and Multimedia Signal Processing pp 349–358Cite as

SURF Algorithm-Based Panoramic Image Mosaic Application

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Part of the book series: Smart Innovation, Systems and Technologies ((SIST,volume 81))

Abstract

Panoramic image mosaic is a technology to match a series of images which are overlapped with each other. Panoramic image mosaics can be used for different applications. Image mosaic has important values in various applications such as computer vision, remote sensing image processing, medical image analysis and computer graphics. Image mosaics also can be used in moving object detection with a dynamic camera. After getting the panoramic background of the video for detection, we can compare every frame in the video with the panoramic background, and finally detect the moving object. To build the image mosaic, SURF (Speeded Up Robust Feature) algorithm is used in feature detection and OpenCV is used in the programming. Because of special optimization in image fusion, the result becomes stable and smooth.

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References

  1. Gao, J.: Self-occlusion immune video tracking of objects in cluttered environments. In: Proceedings of the IEEE Conference on Advanced Video and Signal Based Surveillance, p. 79 (2003)

    Google Scholar 

  2. Kitahara, R., Nakamura, T., Katayama, A., Yasuno, T.: Real-time rectangle tracking method for geometric correction on mobile terminals. Technical report of IEICE. ISEC, vol. 106, no. 351, pp. 1–6 (2006)

    Google Scholar 

  3. Ying, S., Yang, Y., Ying, S.: Study on vehicle navigation system with real-time traffic information. In: International Conference on Computer Science and Software Engineering, pp. 1079–1082 (2008)

    Google Scholar 

  4. Isard, M., Blake, A.: Contour tracking by stochastic propagation of conditional density. In: Buxton, B., Cipolla, R. (eds.) ECCV 1996. LNCS, vol. 1064, pp. 343–356. Springer, Heidelberg (1996). doi:10.1007/BFb0015549

    Google Scholar 

  5. Cheng, M., Pham, B., Tjondronegoro, D.: Tracking and video surveillance activity analysis. In: Proceedings of the 4th International Conference on Computer Graphics and Interactive Techniques, pp. 367–373 (2006)

    Google Scholar 

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Acknowledgment

This work was supported in part by Grants-in-Aid for Scientific Research, MEXT (No.23500289), and parially by Peronas Corpolation, Petroleum Research Fund (PRF) No.0153AB-A33.

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Authors and Affiliations

  1. Computer and Information Sciences Department, PETRONAS University of Technology, 32610, Seri Iskandar, Perak Darul Ridzuan, Malaysia

    Junzo Watada

  2. Graduate School of Information, Production and Systems, Waseda University, 2-7 Hibikino, Wakamatsu, Kitakyushu, 808-0135, Japan

    Huiming Zhang, Haydee Melo & Jiaxi Wang

  3. Fundamental and Applied Sciences Department, PETRONAS University of Technology, 32610, Seri Iskandar, Perak Darul Ridzuan, Malaysia

    Pandian Vasant

Authors
  1. Junzo Watada
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  2. Huiming Zhang
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  3. Haydee Melo
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  4. Jiaxi Wang
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  5. Pandian Vasant
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Corresponding author

Correspondence to Huiming Zhang .

Editor information

Editors and Affiliations

  1. Fujian Provincial Key Lab of Big Data Mining and Applications, Fujian University of Technology , Fuzhou, Fujian, China

    Jeng-Shyang Pan

  2. Swinburne University of Technology, Hawthorn, Victoria, Australia

    Pei-Wei Tsai

  3. Universiti Teknologi Petronas, Teronoh, Malaysia

    Junzo Watada

  4. University of Canberra, Bruce, Aust Capital Terr, Australia

    Lakhmi C. Jain

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© 2018 Springer International Publishing AG

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Cite this paper

Watada, J., Zhang, H., Melo, H., Wang, J., Vasant, P. (2018). SURF Algorithm-Based Panoramic Image Mosaic Application. In: Pan, JS., Tsai, PW., Watada, J., Jain, L. (eds) Advances in Intelligent Information Hiding and Multimedia Signal Processing. IIH-MSP 2017. Smart Innovation, Systems and Technologies, vol 81. Springer, Cham. https://doi.org/10.1007/978-3-319-63856-0_43

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  • DOI: https://doi.org/10.1007/978-3-319-63856-0_43

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  • Publisher Name: Springer, Cham

  • Print ISBN: 978-3-319-63855-3

  • Online ISBN: 978-3-319-63856-0

  • eBook Packages: EngineeringEngineering (R0)

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