An unsupervised method for quality assessment of despeckling: An evaluation on COSMO-SkyMed data

Proceedings of SPIE - The International Society for Optical Engineering

Volumn 8179, Issue , 2011, Pages

  Aiazzi, B ^a   Alparone, L ^b   Argenti, F ^b   Baronti, S ^a   Bianchi, T ^b   Lapini, A ^b  

^a IFAC CNR   (Italy)

^b UNIVERSITY OF FLORENCE   (Italy)

Author keywords

Clustering; despeckling; mean shift algorithm; multivariate analysis; quality measurements; SAR imagery

Indexed keywords

CLUSTERING; DE-SPECKLING; MEAN SHIFT ALGORITHM; MULTI VARIATE ANALYSIS; QUALITY MEASUREMENTS; SAR IMAGERY;

ALGORITHMS; IMAGE ANALYSIS; INFORMATION THEORY; MEAN SQUARE ERROR; MULTIVARIANT ANALYSIS; SYNTHETIC APERTURE RADAR;

QUALITY CONTROL;

EID: 81855180726     PISSN: 0277786X     EISSN: None     Source Type: Conference Proceeding    
DOI: 10.1117/12.898534     Document Type: Conference Paper

References (8)

1. Lee, J.-S., Jurkevich, I., Dewaele, P., Wambacq, P., and Oosterlinck, A., "Speckle filtering of synthetic aperture radar images: a review," Remote Sensing Reviews 8, 313-340 (1994).
2. Touzi, R., "A review of speckle filtering in the context of estimation theory," IEEE Trans. Geosci. Remote Sensing 40, 2392-2404 (Nov. 2002).
3. Argenti, F. and Alparone, L., "Speckle removal from SAR images in the undecimated wavelet domain," IEEE Trans. Geosci. Remote Sensing 40, 2363-2374 (Nov. 2002).
4. Argenti, F., Bianchi, T., and Alparone, L., "MultiresolutionMAP despeckling of SAR images based on locally adaptive generalized Gaussian PDF modeling," IEEE Trans. Image Processing 15, 3385-3399 (Nov. 2006).
5. Bianchi, T., Argenti, F., and Alparone, L., "Segmentation-based MAP despeckling of SAR images in the undecimated wavelet domain," IEEE Trans. Geosci. Remote Sensing 46, 2728-2742 (Sep. 2008).
6. Cheng, Y., "Mean shift, mode seeking, and clustering," IEEE Trans. on Pattern Analysis and Machine Intelligence 17, 790-799 (Aug. 1995).
7. Tur, M., Chin, K. C., and Goodman, J.W., "When is speckle multiplicative?," Appl. Optics 21, 1157-1159 (Apr. 1982).
8. Argenti, F., Bianchi, T., Lapini, A., and Alparone, L., "Fast MAP despeckling based on Laplacian-Gaussian modeling of wavelet coefficients," IEEE Geosci. Remote Sens. Lett. 8(6) (2011).