Skip to main content
SpringerLink
Log in

Detecting of Multi-Dim-Small-Target in Sea or Sky Background Based on Higher-Order Cumulants and Wavelet

  • Chapter
  • First Online:
Recent Advances in Computer Science and Information Engineering

Part of the book series: Lecture Notes in Electrical Engineering ((LNEE,volume 128))

Abstract

This paper describes a technology of multi-dim-small-target detection. Two-dimensional (2-D) adaptive filtering and multi-dim-small-target segmentation algorithm is suggested to enhance 2-D signals of small spatial extent embedded in additive white Gaussian noise(AWGN) and detect multi-dim-small-target in complex background. The coefficients of the adaptive filter converge to a special 2-D slice of the fourth-order cumulant function of the input signal. The 2-D filter is called the 2-D cumulant-based adaptive enhancer (2DCBAE). And the dim-small-target segmentation algorithm is combining some theory, such as the wavelet energy transformation, image reconstruction, data fusion and self-adaptive threshold segmentation.

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

Access this chapter

Log in via an institution
Chapter
USD 29.95
Price excludes VAT (USA)
  • Available as PDF
  • Read on any device
  • Instant download
  • Own it forever
eBook
USD 169.00
Price excludes VAT (USA)
  • Available as PDF
  • Read on any device
  • Instant download
  • Own it forever
Softcover Book
USD 219.99
Price excludes VAT (USA)
  • Compact, lightweight edition
  • Dispatched in 3 to 5 business days
  • Free shipping worldwide - see info
Hardcover Book
USD 219.99
Price excludes VAT (USA)
  • Durable hardcover edition
  • Dispatched in 3 to 5 business days
  • Free shipping worldwide - see info

Tax calculation will be finalised at checkout

Purchases are for personal use only

Institutional subscriptions

Preview

Unable to display preview. Download preview PDF.

Unable to display preview. Download preview PDF.

References

  1. Ibrahim, H.M., Gharieb, R.R.: Two-Dimensional Cumulant-Based Adaptive Enhancer. IEEE Transactions on Signal Processing, 593–596 (1999); [see also IEEE Transactions on Acoustics, Speech, and Signal Processing]

    Google Scholar 

  2. Liu, G., Zhai, L.-P., Liu, M.: Detecting of Multi-target in Sea or Sky Background Based on Wavelet Energy. In: Advanced Sensor Systems and Applications II, pp. 796–805. SPIE, Bellingham (2005)

    Google Scholar 

  3. Sun, Y.-Q., Tian, J.-W., Liu, J.: Background Suppression Based-on Wavelet Transformation to Detect Infrared Tagret. In: Proceedings of 2005 International Conference on Machine Learning and Cybernetics, pp. 4611–4615. IEEE, Guangzhou (2005)

    Google Scholar 

  4. Grigoryan, A.M., Liu, S.-C.: New method of image reconstruction from projections. In: IEEE International Symposium on Biomedical Imaging: Nano to Macro, 2004, pp. 776–779. IEEE (2004)

    Google Scholar 

  5. Yang, L., Cheng, Y., Wei, H., Lu, J.: Error Analysis of Multi-Sensor Data Fusion System for Target Detection on The Ocean Surface. In: 2006 IEEE International Conference on Information Acquisition, pp. 415–419. IEEE, Shandong (2006)

    Google Scholar 

Download references

Author information

Authors and Affiliations

  1. Engineering Branch, Technical Department Daya Bay Nuclear Power Operations, and Management CO., LTD, Shenzhen, Guangdong Provence, China, 518000

    Qi Wang

  2. Air-force Aviation University, Changchun, China, 130022

    Gang Liu

  3. School of Communication Engineering, Jilin University, Changchun, Jilin Provence, China, 130022

    Yaowu Shi

Authors
  1. Qi Wang
    View author publications

    You can also search for this author in PubMed Google Scholar

  2. Gang Liu
    View author publications

    You can also search for this author in PubMed Google Scholar

  3. Yaowu Shi
    View author publications

    You can also search for this author in PubMed Google Scholar

Corresponding author

Correspondence to Qi Wang .

Editor information

Editors and Affiliations

  1. , College of Communication Engineering, Jilin University, Room 313, Building No.1, Changchun, Nanhu Avenue 5372, Jilin, 130012, China, People's Republic

    Zhihong Qian

  2. , Department of Electrical Engineering, The University of Mississippi, Anderson Hall 314, Mississippi, 38677, Mississippi, USA

    Lei Cao

  3. , Department of Electrical and Computer En, Naval Postgraduate School, Rm. 452 Spanagel Bldg. 232, Dyer Road 833, Monterey, 93943-5121, California, USA

    Weilian Su

  4. , Faculty of Computing, London Metropolitan University, Holloway Road 166-220, London, N7 8DB, United Kingdom

    Tingkai Wang

  5. , College of Software, Changchun University of Science and Tech, Changchun, Jilin, 130022, China, People's Republic

    Huamin Yang

Rights and permissions

Reprints and permissions

Copyright information

© 2012 Springer-Verlag GmbH Berlin Heidelberg

About this chapter

Cite this chapter

Wang, Q., Liu, G., Shi, Y. (2012). Detecting of Multi-Dim-Small-Target in Sea or Sky Background Based on Higher-Order Cumulants and Wavelet. In: Qian, Z., Cao, L., Su, W., Wang, T., Yang, H. (eds) Recent Advances in Computer Science and Information Engineering. Lecture Notes in Electrical Engineering, vol 128. Springer, Berlin, Heidelberg. https://doi.org/10.1007/978-3-642-25792-6_75

Download citation

  • DOI: https://doi.org/10.1007/978-3-642-25792-6_75

  • Published:

  • Publisher Name: Springer, Berlin, Heidelberg

  • Print ISBN: 978-3-642-25791-9

  • Online ISBN: 978-3-642-25792-6

  • eBook Packages: EngineeringEngineering (R0)

Publish with us

Policies and ethics

Search

Navigation