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A NEW ROAD EXTRACTION APPROACH  FOR LOW-FREQUENCY SAR IMAGES BASED ON ROAD APPURTENANCE DETECTION Qian Song, Yu-min Wang, Yun-fei Shi, Tian Jin National University Of Defense Technology Changsha, China [email_address]
Road Extraction Feature Fusion to Improve Road Network Extraction in High-Resolution SAR Images Gianni Lisini and Paolo Gamba of University of Pavia, etc. IEEE GEOSCIENCE AND REMOTE SENSING LETTERS, VOL. 3, NO. 2, APRIL 2006 from A New Road Extraction Approach for Low-frequency SAR Images Based on Road Appurtenance detection ,  Qian Song, etc.
Object and Category ,[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],A New Road Extraction Approach for Low-frequency SAR Images Based on Road Appurtenance detection ,  Qian Song, etc.
Line Detection Approach ,[object Object],A New Road Extraction Approach for Low-frequency SAR Images Based on Road Appurtenance detection ,  Qian Song, etc.
Shape Inference Approach ,[object Object],A New Road Extraction Approach for Low-frequency SAR Images Based on Road Appurtenance detection ,  Qian Song, etc.
An Essential Precondition ,[object Object],A New Road Extraction Approach for Low-frequency SAR Images Based on Road Appurtenance detection ,  Qian Song, etc.
The Low-frequency SAR Case A New Road Extraction Approach for Low-frequency SAR Images Based on Road Appurtenance detection ,  Qian Song, etc. Data from a flight experiment of an airborne UWB SAR system develop-ed by NUDT,  in Summer 2010
The Low-frequency SAR Case A New Road Extraction Approach for Low-frequency SAR Images Based on Road Appurtenance detection ,  Qian Song, etc. The histograms of roads and background (with strong clutters suppressed)
The Low-frequency SAR Case clutter attenuation   A New Road Extraction Approach for Low-frequency SAR Images Based on Road Appurtenance detection ,  Qian Song, etc.
The Low-frequency SAR Case A New Road Extraction Approach for Low-frequency SAR Images Based on Road Appurtenance detection ,  Qian Song, etc.
Alternative Way Road Appurtenances A New Road Extraction Approach for Low-frequency SAR Images Based on Road Appurtenance detection ,  Qian Song, etc.
Features Of Appurtenances ,[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],A New Road Extraction Approach for Low-frequency SAR Images Based on Road Appurtenance detection ,  Qian Song, etc.
Algorithm  Flow A New Road Extraction Approach for Low-frequency SAR Images Based on Road Appurtenance detection ,  Qian Song, etc.
The Original Image A New Road Extraction Approach for Low-frequency SAR Images Based on Road Appurtenance detection ,  Qian Song, etc.
ROI Extraction A New Road Extraction Approach for Low-frequency SAR Images Based on Road Appurtenance detection ,  Qian Song, etc.
After Enhanced Lee Filtering A New Road Extraction Approach for Low-frequency SAR Images Based on Road Appurtenance detection ,  Qian Song, etc.
After Morphologic Filtering A New Road Extraction Approach for Low-frequency SAR Images Based on Road Appurtenance detection ,  Qian Song, etc.
After Clustering A New Road Extraction Approach for Low-frequency SAR Images Based on Road Appurtenance detection ,  Qian Song, etc.
ROIs of targets and clutters ,[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],A New Road Extraction Approach for Low-frequency SAR Images Based on Road Appurtenance detection ,  Qian Song, etc.
ROI Discrimi- nation A New Road Extraction Approach for Low-frequency SAR Images Based on Road Appurtenance detection ,  Qian Song, etc.
HS-SVM ,[object Object],A New Road Extraction Approach for Low-frequency SAR Images Based on Road Appurtenance detection ,  Qian Song, etc. T. Jin, Z. Zhou, “Ultrawideband synthetic aperture radar landmine detection”, IEEE Trans. on GRS,  pp. 3561- 3573, 2007.
After Classification A New Road Extraction Approach for Low-frequency SAR Images Based on Road Appurtenance detection ,  Qian Song, etc.
ROI Discrimi- nation A New Road Extraction Approach for Low-frequency SAR Images Based on Road Appurtenance detection ,  Qian Song, etc.
Geometrical Features ,[object Object],[object Object],[object Object],[object Object],A New Road Extraction Approach for Low-frequency SAR Images Based on Road Appurtenance detection ,  Qian Song, etc.
After Geometrical Discrimination A New Road Extraction Approach for Low-frequency SAR Images Based on Road Appurtenance detection ,  Qian Song, etc.
Road Extraction A New Road Extraction Approach for Low-frequency SAR Images Based on Road Appurtenance detection ,  Qian Song, etc.
Final Result A New Road Extraction Approach for Low-frequency SAR Images Based on Road Appurtenance detection ,  Qian Song, etc.
Conclusions and Future works ,[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],A New Road Extraction Approach for Low-frequency SAR Images Based on Road Appurtenance detection ,  Qian Song, etc.

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WE1.TO9.4.ppt

  • 1. A NEW ROAD EXTRACTION APPROACH FOR LOW-FREQUENCY SAR IMAGES BASED ON ROAD APPURTENANCE DETECTION Qian Song, Yu-min Wang, Yun-fei Shi, Tian Jin National University Of Defense Technology Changsha, China [email_address]
  • 2. Road Extraction Feature Fusion to Improve Road Network Extraction in High-Resolution SAR Images Gianni Lisini and Paolo Gamba of University of Pavia, etc. IEEE GEOSCIENCE AND REMOTE SENSING LETTERS, VOL. 3, NO. 2, APRIL 2006 from A New Road Extraction Approach for Low-frequency SAR Images Based on Road Appurtenance detection , Qian Song, etc.
  • 3.
  • 4.
  • 5.
  • 6.
  • 7. The Low-frequency SAR Case A New Road Extraction Approach for Low-frequency SAR Images Based on Road Appurtenance detection , Qian Song, etc. Data from a flight experiment of an airborne UWB SAR system develop-ed by NUDT, in Summer 2010
  • 8. The Low-frequency SAR Case A New Road Extraction Approach for Low-frequency SAR Images Based on Road Appurtenance detection , Qian Song, etc. The histograms of roads and background (with strong clutters suppressed)
  • 9. The Low-frequency SAR Case clutter attenuation A New Road Extraction Approach for Low-frequency SAR Images Based on Road Appurtenance detection , Qian Song, etc.
  • 10. The Low-frequency SAR Case A New Road Extraction Approach for Low-frequency SAR Images Based on Road Appurtenance detection , Qian Song, etc.
  • 11. Alternative Way Road Appurtenances A New Road Extraction Approach for Low-frequency SAR Images Based on Road Appurtenance detection , Qian Song, etc.
  • 12.
  • 13. Algorithm Flow A New Road Extraction Approach for Low-frequency SAR Images Based on Road Appurtenance detection , Qian Song, etc.
  • 14. The Original Image A New Road Extraction Approach for Low-frequency SAR Images Based on Road Appurtenance detection , Qian Song, etc.
  • 15. ROI Extraction A New Road Extraction Approach for Low-frequency SAR Images Based on Road Appurtenance detection , Qian Song, etc.
  • 16. After Enhanced Lee Filtering A New Road Extraction Approach for Low-frequency SAR Images Based on Road Appurtenance detection , Qian Song, etc.
  • 17. After Morphologic Filtering A New Road Extraction Approach for Low-frequency SAR Images Based on Road Appurtenance detection , Qian Song, etc.
  • 18. After Clustering A New Road Extraction Approach for Low-frequency SAR Images Based on Road Appurtenance detection , Qian Song, etc.
  • 19.
  • 20. ROI Discrimi- nation A New Road Extraction Approach for Low-frequency SAR Images Based on Road Appurtenance detection , Qian Song, etc.
  • 21.
  • 22. After Classification A New Road Extraction Approach for Low-frequency SAR Images Based on Road Appurtenance detection , Qian Song, etc.
  • 23. ROI Discrimi- nation A New Road Extraction Approach for Low-frequency SAR Images Based on Road Appurtenance detection , Qian Song, etc.
  • 24.
  • 25. After Geometrical Discrimination A New Road Extraction Approach for Low-frequency SAR Images Based on Road Appurtenance detection , Qian Song, etc.
  • 26. Road Extraction A New Road Extraction Approach for Low-frequency SAR Images Based on Road Appurtenance detection , Qian Song, etc.
  • 27. Final Result A New Road Extraction Approach for Low-frequency SAR Images Based on Road Appurtenance detection , Qian Song, etc.
  • 28.