The BP neural network classification based on the fusion of SAR and TM images

Acta Geodaetica et Cartographica Sinica

Volumn 35, Issue 3, 2006, Pages

  Zhang, Hai Long ^a   Jiang, Jian Jun ^a   Wu, Hong An ^a   Xie, Xiu Ping ^b  

^a NANJING NORMAL UNIVERSITY   (China)

^b Chinese Academy of Sciences   (China)

Author keywords

BP neural network classification; Fusion; SAR; TM

Indexed keywords

ARTIFICIAL NEURAL NETWORK; BACK PROPAGATION; IMAGE CLASSIFICATION; RADAR IMAGERY; SYNTHETIC APERTURE RADAR;

BACKPROPAGATION; CLASSIFICATION (OF INFORMATION); SYNTHETIC APERTURE RADAR; WAVELET TRANSFORMS;

IMAGE FUSION; OPTIMUM INDEX FACTOR (OIF); SPECTRUM MAINTENANCE; SYNTHETIC VARIABLE RATIO (SVR); TM IMAGES;

NEURAL NETWORKS;

EID: 33750579022     PISSN: 10011595     EISSN: None     Source Type: Journal    
DOI: None     Document Type: Article

References (26)

1. HE Guo-jin, LI Ke-lu, HU De-yong, et al. Information Fusion of Multisensor Satellite Remote Sensing Data: Theory, Methodology and Experiment[J] Journal of Image and Graphics, 1999,4(9):744-749.
2. WU Lian-xi, LIU Xiao-mei, YU Shui-gen. Detecting Land-use Change Using Radarsat and Multi-year TM Images[J]. Chinese Journal of Soil Science, 2004, 35 (2):126-129.
3. YANG Hu, GUO Hua-Dong, WANG Chang-lin. Coast Line Dynamic Inspect and Land Cover Classification at Yellow River Mouth Using TM-SAR Data Fusion Method[J]. Geography and Territorial Research, 2001, 17 (4): 15-19.
4. JIA Yong-hong. Application of Artificial Neural Network to Classification of Multi-source Remote Sensing Imagery[J]. Bulletin of Surveying and Mapping, 2000, 7: 7-8.
5. LUO Jian-cheng, ZHOU Cheng-hu, YANG Yan. ANN Remote Sensing Classification Model and Its Integration Approach with Geo-knowledge [J]. Journal of Remote Sensing, 2001, 5(2):122-129.
6. SUN Jia-bing, LIU Ji-lin, LI Jun. Multi-source Remote Sensing Image Data Fusion[J]. Journal of Remote Sensing, 1998, 2 (1):47-50.
7. WU Lian-xi, WANG Mao-xin. New Method of RS Image Fusion Preserving Spectrum [J]. Journal of Remote Sensing, 2004,8(4):356-361.
8. WANG Zhi-jun, LI De-ren, Li Qing-quan. Wavelet Theory Based IKONOS Panchromatic and Multi-spectral Image Fusion [J]. Acta Geodaetica et Cartographica Sinica, 2001, 30 (2):112-116.
9. ZHU Chang-qing, WANG Qian, YANG Xiao-mei. The Fusion of SPOT Panchromatic and Multi-Spectral Remote Sensing Image Data by the Multi-Band Wavelet[J]. Acta Geodaetica et Cartographica Sinica, 2000, 29 (2): 132-136.
10. WU Lian-xi, LIANG Bo, LIU Xiao-mei. A Spectral Preservation Fusion Technique for Remote Sensing Images[J]. Acta Geodaetica et Cartographica Sinica, 2005,34(2): 118-128.
11. ZHONG Zhi-yong, CHEN Ying. On Application of Wavelet Transformation to Multi-Source Information Fusion[J]. Acta Geodaetica et Cartographica Sinica, 2002, 31 (supplementary) :56-60.
12. CAO Jian-nong, LI De-ren, GUAN Ze-qun. The Optimal Fusion of Multi-Spectral Remote Sensing Images between Bands by Using Decomposable Markov Networks [J]. Acta Geodaetica et Cartographica Sinica, 2005, 34(1): 46-52.
13. LIU Zhe, HAO Chong-yang, FENG Wei, et al. A Remotely Sensed Image Fusion Method Based on Wavelet Coefficient Features [J]. Acta Geodaetica et Cartographica Sinica, 2004,33(1): 53-57.
14. LI Jun, LIN Zong-jian. Data Fusion for Remote Sensing Imagery Based on Feature [J]. China Journal of Image and Graphics, 1997,2(2,3):103-107.
15. HU Zhao-ling, GUO Da-zhi, ZHANG Hai-rong. Data Fusion between Satellite SAR Image and TM Image Based on Wavelet Textural Information[J]. Acta Geodaetica et Cartographica Sinica, 2002,31(4): 339-343.
16. J JIA Yong-hong, LI De-ren, SUN Jia-bing, et al. Comparision of HIS Transformation for Integrating SAR and TM images [J]. Journal of Remote Sensing, 1998, 2 (2): 103-106.
17. ZHU Xiao-ge, YIN Li-pu. Data Fusion of Multi-sensor for Petroleum Geological Exploration[A]. Info-tech and Info-net Proceedings, Beijing[C]. [s.l. ]: [s.n], 2001. 70-75.
18. Ghulam Abduwasit, QIN Qi-ming, ZHU Li-jiang. 6S Model Based Atmospheric Correction of Visible and Near-Infrared Data and Sensitivity Analysis[J]. Acta Scientiarum Naturalium Universitatis Pekinensis,2004,40(4): 611-618.
19. SRIVASTAVA S K, BANIK B T, ADAMOVIC M, et al. Radarsat Image Quality and Calibration Performance-Update [A]. IEEE Geoscience and Remote Sensing Symposium Proceedings [C]. [s.l.] : [s. n], 1998,5:2 454-2 458.
20. EZRATY R, CAVANIE A. Construction and Evaluation of 12.5-km Grid NSCAT Backscatter Maps over Arctic Sea lee [J]. IEEE Geoscience and Remote Sensing, 37 (3): 1 685-1 697.
21. MARTYN P, WILLIAMS J, NICOLL J, et al. Calibration of the RADARSAT SWB Processor at the Alaska SAR Facility[A]. IEEE Geoscience and Remote Sensing Symposium [C]. [s. l.]: [ s. n.], 1999, 5:2 355-2 359.
22. FRULLA L A, MILOVICH J A, KARSZENBAUM H, et al. Radiometric Corrections and Calibration of SAR Images [A.]. IEEE Geoscience and remote Sensing Symposium Procedings [C].[s.l]: [s.n.], 1998, 2: 1 147-1 149.
23. ZHANG Yun. Problems in the Fusion of Commercial High-Resolution Satellite Images as Well as Landsat 7 Images and Initial Solutions [J]. International Archives of Photogrammetry and Remote Sensing (IAPRS), 2002. 34(4):9-14.
24. Zhang Yun. A New Merging Method and its Spectral and Spatial Effects [J]. International Journal of Remote Sensing, 199, 20(10): 2 003-2 014.
25. L WALD, T RANCHIN, M M ANGOLINI. Fusion of Satellite Images of Different Spatial Resolutions: Accessing the Quality of Resulting Images [J]. Photogrammertric Engineering and Remote Sensing, 1997, 63 (6) :691-699.
26. ZHANG Yun. A New Automatic Approach for Effectively Fusing Landsat 7 as Well as IKONOS Images [A]. IEEE Geoscience and Remote Sensing Symposium [C]. [s.l.]: [s.n.], 2002, 4: 2 429-2 431.