Skip to main content
SpringerLink
Log in

Research on Indirect Location Technology of Ground Target Based on Scene Matching

  • Conference paper
  • First Online:
Cloud Computing and Security (ICCCS 2018)

Part of the book series: Lecture Notes in Computer Science ((LNISA,volume 11064))

Included in the following conference series:

  • 1900 Accesses

Abstract

The key positions of target (key points) are usually selected as matching points (aiming points) in traditional target recognition based on image matching. However, sometimes the key points are not suitable for the aiming points. For example, when the features of key points are relatively single, they will be hard to be located, or When the key points are damaged, it is inappropriate for the key points to act as matching points (aiming points), and so on. Therefore, according to the relative position between the aiming point and key point of reference image, the indirect location technology on the key point is researched in this paper. The matching point is firstly determined by the template image which is produced by a model of geometric distortion based on attitude angle and flight altitude deviation. Secondly, the geometry relationship model between the matching point and the key point is established. The efficiency and applicability of our method is demonstrated by the experimental results.

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 39.99
Price excludes VAT (USA)
  • Available as EPUB and PDF
  • Read on any device
  • Instant download
  • Own it forever
Softcover Book
USD 54.99
Price excludes VAT (USA)
  • Compact, lightweight 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

References

  1. Li, C., Jing, W.: Gain-varying guidance algorithm using differential geometric guidance command. IEEE Trans. Aerosp. Electron. Syst. 46(2), 725–736 (2010)

    Article  Google Scholar 

  2. Golestani, M., Mohammadzaman, I.: Finite-time convergent guidance law based on integral backstepping control. Aerosp. Sci. Technol. 39, 370–376 (2014)

    Article  Google Scholar 

  3. Gang, Z., Wen Shuang, W.: Research on simulation of three-dimension terminal guidance law of antiship missile. Guidance Fuze 33(1), 6–11 (2012)

    Google Scholar 

  4. Le Ménec, S., Shin, H.-S.: Cooperative allocation and guidance for air defence application. Control Eng. Pract. 32, 236–244 (2014)

    Article  Google Scholar 

  5. Wu, C.-C., Wang, H.-C.: The roles of scene gist and spatial dependency among objects in the semantic guidance of attention in real-world scenes. Vis. Res. 105, 10–20 (2014)

    Article  Google Scholar 

  6. Xi, M., Tian, K., Li, H.: New trajectory simulation method for ballistic missiles. J. Air Force Radar Acad. 26(1), 8–10 (2012)

    Google Scholar 

  7. Buontempo, J.T.: A trajectory for homeland ballistic missile defense. Defense Secur. Anal. 31, 1–11 (2017)

    Google Scholar 

  8. Wang, X., Qin, W.: Trajectory estimation for ballistic missile in boost stage using robust filtering. IET Radar Sonar Navig. 11(3), 513–519 (2017)

    Article  Google Scholar 

  9. Zhou, Q., Dong, C.: The trajectory of anti-ship ballistic missile design and simulation. In: International Conference on Instrumentation & Measurement, pp. 373–377 (2016)

    Google Scholar 

  10. Kasdaglis, N., Bernard, T., Stowers, K.: Trajectory recovery system: angle of attack guidance for inflight loss of control. In: Harris, D. (ed.) EPCE 2016. LNCS (LNAI), vol. 9736, pp. 397–408. Springer, Cham (2016). https://doi.org/10.1007/978-3-319-40030-3_39

    Chapter  Google Scholar 

  11. Wu, P., Yang, M.: Integrated guidance and control design for missile with terminal impact angle constraint based on sliding mode control. J. Syst. Eng. Electron. 21(4), 623–628 (2010)

    Article  Google Scholar 

  12. Zhi-an, Z., Zheng, J.: Guidance control law design for penetrating guided bomb based on multi-section composite guidance. In: 2014 33rd Chinese Control Conference (CCC), pp. 9070–9074 (2014)

    Google Scholar 

  13. Nan, W., Lincheng, S.: Robust optimization of aircraft weapon delivery trajectory using probability collectives and meta-modeling. Chin. J. Aeronaut. 26(2), 423–434 (2013)

    Article  Google Scholar 

  14. Wang, Y., Song, L., Zhang, Y.: Research on the optimal terminal guidance law for gliding guidance bombs. J. Proj. Rocket. Missiles Guidance 30(4), 51–54 (2012)

    Google Scholar 

  15. Ren, S., Chang, W.: Influence of geometric distortion on SAR image matching and its correction. J. Remote Sens. 16(3), 467–473 (2012)

    Google Scholar 

  16. Wang, H., Cheng, Y.: A robust scene matching method for mountainous regions with illumination variation. Hangkong Xuebao/Acta Aeronautica Et Astronautica Sinica 38(10), 321101 (2017)

    Google Scholar 

  17. Jin, Z., Wang, X.: Multi-region scene matching based localisation for autonomous vision navigation of UAVs. J. Navig. 69(6), 1215–1233 (2016)

    Article  Google Scholar 

  18. Chen, S., Liu, X.: Target location method based on homography and scene matching for micro-satellite images. In: International Conference on Optical & Photonics Engineering, vol. 10250, p. 102502U (2017)

    Google Scholar 

  19. Fu, Y., Cheng, G.: A fast scene matching method for navigation system based on the improved Hausdorff distance. In: Advanced Information Management, Communicates Electronic & Automation Control Conference, pp. 1825–1829 (2017)

    Google Scholar 

  20. Liu, H., Geng, B.: A coarse-to-precise matching strategy in navigation. In: Guidance Navigation & Control Conference, pp. 2170–2174 (2017)

    Google Scholar 

  21. Jiang, Y., Sun, C.: Orientation-guided geodesic weighting for PatchMatch-based stereo matching. Inf. Sci. Int. J. 334, 293–306 (2016)

    Google Scholar 

  22. Pavic, M., Mandic, S.: A new type of flight simulator for manual command to line-of-sight guided missile. Int. J. Light Electron Opt. 125(21), 6579–6585 (2014)

    Article  Google Scholar 

  23. Hou, M., Liang, X.: Adaptive block dynamic surface control for integrated missile guidance and autopilot. Chin. J. Aeronaut. 26(3), 741–750 (2013)

    Article  Google Scholar 

  24. Sun, D., Wang, S.: A novel location method for an inconspicuous target based on affine invariability mapping. In: Intelligent Control & Automation, pp. 2247–2251 (2016)

    Google Scholar 

  25. Zhang, M.W., Peng, Z.K.: Location identification of nonlinearities in MDOF systems through order determination of state-space models. Nonlinear Dyn. 84(3), 1–16 (2016)

    MathSciNet  MATH  Google Scholar 

  26. Hu, L., Miao, D., Yang, X.: Modeling and simulation of geometric distortion in real-time image synthesis for scene matching. Missiles Guidance 26(2), 743–745 (2006)

    Google Scholar 

  27. Gelman, N., Silavi, A.: A hybrid strategy for correcting geometric distortion in echo-planar images. Magn. Reson. Imaging 32(5), 590–593 (2014)

    Article  Google Scholar 

  28. Gao, X., Deng, C.: Geometric distortion insensitive image watermarking in affine covariant regions. IEEE Trans. Syst. Man Cybern. Part C: Appl. Rev. 40(3), 278–286 (2010)

    Google Scholar 

  29. Xiao, L., Wu, H.: Modeling and simulation of real-time image synthesis under different wathers for scene matching. J. Syst. Simul. 17(2), 378–383 (2005)

    Google Scholar 

  30. Singh, C., Ranade, S.K.: A high capacity image adaptive watermarking scheme with radial harmonic fourier moments. Digital Sig. Process. 23(5), 1470–1482 (2013)

    Article  MathSciNet  Google Scholar 

Download references

Acknowledgement

This work was partly supported by NSFC of China (U1504610), Henan international cooperation project (152102410036), the Natural Science Foundations of Henan Province (14A413013, 142102210584, 18A120002), the Development Foundations of Henan University of Science and Technology (2014ZCX013).

Author information

Authors and Affiliations

  1. Information Engineering College, Henan University of Science and Technology, Luoyang, China

    Lin Zhang & Zhonghua Liu

  2. Luoyang Quality and Technical Supervision & Testing Center, Luoyang, China

    Ruili Zhao

  3. State Key Laboratory of Marine Resource Utilization in South China Sea, Haikou, 570228, China

    Mengxing Huang, Jieren Cheng & Yu Zhang

  4. College of Information Science and Technology, Hainan University, Haikou, 570228, China

    Mengxing Huang, Jieren Cheng & Yu Zhang

Authors
  1. Lin Zhang
    View author publications

    You can also search for this author in PubMed Google Scholar

  2. Ruili Zhao
    View author publications

    You can also search for this author in PubMed Google Scholar

  3. Mengxing Huang
    View author publications

    You can also search for this author in PubMed Google Scholar

  4. Zhonghua Liu
    View author publications

    You can also search for this author in PubMed Google Scholar

  5. Jieren Cheng
    View author publications

    You can also search for this author in PubMed Google Scholar

  6. Yu Zhang
    View author publications

    You can also search for this author in PubMed Google Scholar

Corresponding authors

Correspondence to Mengxing Huang or Zhonghua Liu .

Editor information

Editors and Affiliations

  1. Nanjing University of Information Science and Technology, Nanjing, China

    Xingming Sun

  2. Nanjing University of Information Science and Technology, Nanjing, China

    Zhaoqing Pan

  3. Department of Computer Science, Purdue University, West Lafayette, IN, USA

    Elisa Bertino

Rights and permissions

Reprints and permissions

Copyright information

© 2018 Springer Nature Switzerland AG

About this paper

Check for updates. Verify currency and authenticity via CrossMark

Cite this paper

Zhang, L., Zhao, R., Huang, M., Liu, Z., Cheng, J., Zhang, Y. (2018). Research on Indirect Location Technology of Ground Target Based on Scene Matching. In: Sun, X., Pan, Z., Bertino, E. (eds) Cloud Computing and Security. ICCCS 2018. Lecture Notes in Computer Science(), vol 11064. Springer, Cham. https://doi.org/10.1007/978-3-030-00009-7_9

Download citation

  • DOI: https://doi.org/10.1007/978-3-030-00009-7_9

  • Published:

  • Publisher Name: Springer, Cham

  • Print ISBN: 978-3-030-00008-0

  • Online ISBN: 978-3-030-00009-7

  • eBook Packages: Computer ScienceComputer Science (R0)

Publish with us

Policies and ethics

Search

Navigation