Title :
Combining Level Set and orthogonal transforms for speckle reduction and detail preservation in SAR images
Author :
Fevralev, Dmitriy V. ; Lukin, Vladimir V. ; Marques, R.C.P. ; Medeiros, F.N.S.
Author_Institution :
Dept. of Transmitters, Receivers & Signal Process., Nat. Aerosp. Univ., Kharkov, Ukraine
Abstract :
This paper introduces a new approach for SAR image processing by combining a Level Set method and DCT or Haar based filtering with small-sized object (target) preservation. The approach exploits the Level Set method ability to detect small-sized targets and other heterogeneities in one-look amplitude SAR image It is demonstrated that the proposed approach provides efficient noise suppression in homogeneous image regions with simultaneous preservation of useful information (details) in SAR images. Moreover, we perform quantitative analysis for synthetic images and qualitative study for real data.
Keywords :
Haar transforms; discrete cosine transforms; filtering theory; image denoising; object detection; radar imaging; synthetic aperture radar; DCT; Haar based filtering; SAR image processing; homogeneous image suppression; level set transform method; noise suppression; one-look amplitude SAR image; orthogonal transforms; small-sized object detail preservation; small-sized target detection; speckle reduction; synthetic aperture radar; synthetic image analysis; Discrete cosine transforms; Filtering; Level set; Noise; Object detection; Speckle; DCT; Level Set method; one-look SAR image; speckle filtering; target detection;
Conference_Titel :
Microwaves, Radar and Remote Sensing Symposium (MRRS), 2011
Conference_Location :
Kiev
Print_ISBN :
978-1-4244-9641-9
DOI :
10.1109/MRRS.2011.6053634