A region based SAR images classification using Improved Moment Analysis (IMA)

ICROIT 2014 - Proceedings of the 2014 International Conference on Reliability, Optimization and Information Technology

Volumn , Issue , 2014, Pages 341-346

  Devi, Ritu ^a   Kumar, Anil ^a  

^a TECHNOLOGICAL INSTITUTE OF TEXTILE AND SCIENCES   (India)

Author keywords

Classification; feature parameter; High Resolution Images (HRI); Low Resolution Images (LRI); SAR image and Improved moment Analysis (IMA)

Indexed keywords

CLASSIFICATION (OF INFORMATION); GRAPHIC METHODS; INFORMATION TECHNOLOGY; OPTIMIZATION; SYNTHETIC APERTURE RADAR;

FEATURE PARAMETERS; HIGH RESOLUTION IMAGE; HISTOGRAM ANALYSIS; LOW RESOLUTION IMAGES; MOMENT ANALYSIS; MOMENT-BASED ANALYSIS; REGION IDENTIFICATION; SAR IMAGE CLASSIFICATIONS;

IMAGE CLASSIFICATION;

EID: 84900302946     PISSN: None     EISSN: None     Source Type: Conference Proceeding    
DOI: 10.1109/ICROIT.2014.6798351     Document Type: Conference Paper

References (13)

1. Debabrata Samanta, "A novel statistical approach for classification of SAR Images", Journal of Global Research in Computer Science(JGRCS), 2 (10), October 2011, 9-13.
2. Xiuli Ma, "Spectral Clustering Ensemble for Image Classification", GEC'09, June 12-14, 2009, Shanghai, China 978-1-60558-326-6/09/06 pp 415-420.
3. BischofH, Schneider W, Pinz AJ, "Multispectral Classification of landsat-images using neural networks ", IEEE Trans. Geosci. Remote Sensing, 1992, 30(3): pp 482-490.
4. Chen CT, ChenK S, Lee JS. "The use of fully polarimetric information for the fuzzy neural Classification of SAR images", IEEE Trans. Geosci. Remote Sensing, 2003, 41(9 Part I): pp 20892100.
5. Du L, Lee J S, "Fuzzy Classification of earth terrain covers using complex polarimetric SAR data", International Journal of Remote Sensing, 1996, 17(4): pp 809-826.
6. Fukuda S, Hirosawa H. "A wavelet-based texture feature set applied to Classification of multi frequency polarimetric SAR images". IEEE Trans. Geosci. Remote Sensing, 1999, 37(5): pp 2282-2286.
7. AVailaya, A. Jain, M Figueiredo, and H. Zhang, "Image Classification for content-based indexing", IEEE Transactions on Image Processing, 10(1): ppl17-130, 2001.
8. O.Chapelle, P. Haffner, and V. Vapnik, "Support vector machines for histogram-based image Classification", In IEEE Transactions on Neural.
9. M. Szummer and R. W. Picard. "Indoor-outdoor image Classification". In IEEE International Workshop on Content-based Access of Image and Video Databases, l998.Networks, special issue on Support Vectors, 1999.
10. Y.Chen and J. Z. Wang, " Image categorization by learning and reasoning with regions", J. Mach. Learn. Res., pp 5:913-939, 2004.
11. J. Li, J. Z. Wang, and G. Wiederhold, " Simplicity: Semantics-sensitive integrated matching for picture libraries", In VISUAL '00: Proceedings of the 4th International Conference on Advances in Visual Information Systems, 2000.
12. J. Li and J. Z. Wang., "Automatic linguistic indexing of pictures by a statistical modeling approach", IEEETrans. Pattern Anal.Mach. Intell., 25(9): 1075-1088, 2003.
13. Debabrata Samanta, " Statistical approach for Classification of SAR Images", International Journal of Soft Computing and Engineering (USCE) ISSN: 2231-2307, Volume-2, Issue-2, May 2012.