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Volume 22 Issue 6
Nov.  2000
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Jiang Yongmei, Liang Diannong . HIDDEN MARKOV MODELS FOR MULTI-APERTURE SAR TARGET DETECTION[J]. Journal of Electronics & Information Technology, 2000, 22(6): 984-988.
Citation: Jiang Yongmei, Liang Diannong . HIDDEN MARKOV MODELS FOR MULTI-APERTURE SAR TARGET DETECTION[J]. Journal of Electronics & Information Technology, 2000, 22(6): 984-988.

HIDDEN MARKOV MODELS FOR MULTI-APERTURE SAR TARGET DETECTION

  • Received Date: 1999-02-25
  • Rev Recd Date: 1999-08-19
  • Publish Date: 2000-11-19
  • Foliage penetrating VHF/UHF Ultra-WideBand (UWB) SAR can image hidden man-made targets such as military vehicles with wide-angle and ultra-wideband to achieve high resolutions in both range and azimuth, which has great military application value. Exploiting several multi-aperture SAR images, HMMs for man-made object and foliage clutter are developed separately in the paper, which can be utilized in detecting targets effectively to realize the pre-screening process in a ATR system.
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  • Flake L R, et al. Progress report: Multi-aperture SAR target detection using hidden Markov models. Technical Report TR-94-02, The Ohio State University, SPANN Laboratory, November,1994.[2]Kapoor R, Nandhakumar N. Multi-aperture ultra-wideband SAR processing with polarimetric variety[J].SPIE.1995, 2487:26-37[3]Halverson S D,et al. A comparison of ultra-wideband SAR target detection algorithms[J].SPIE.1994, 2230:230-243[4]蒋咏梅.UWB叶簇覆盖SAR人造目标模型.技术报告,长沙:国防科技大学电子工程学院,1997.[5]谢锦辉.隐Markov模型(HMM)及其在语音处理中的应用.武汉:华中理工大学出版社,1995:1-46.
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