Proposal of adaptive land classification using quaternion neural network with isotropic activation function

International Geoscience and Remote Sensing Symposium (IGARSS)

Volumn 2016-November, Issue , 2016, Pages 7557-7560

  Kinugawa, Kazutaka ^a   Shang, Fang ^b   Usami, Naoto ^a   Hirose, Akira ^a  

^a UNIVERSITY OF TOKYO   (Japan)

^b UNIVERSITY OF ELECTRO COMMUNICATIONS   (Japan)

Author keywords

Poincare sphere parameters; PolSAR land classification; quaternion neural network

Indexed keywords

EID: 85006392147     PISSN: None     EISSN: None     Source Type: Conference Proceeding    
DOI: 10.1109/IGARSS.2016.7730971     Document Type: Conference Paper

References (7)

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2. Jong-Sen Lee, M.R. Grunes, T.L. Ainsworth, Li-Jen Du, D.L. Schuler, and S.R. Cloude, "Unsupervised classification using polarimetric decomposition and the complex wishart classifier." IEEE Transactions on Geoscience and Remote Sensing. vol. 37. no. 5, pp. 2249-2258, Sep 1999
3. Fang Shang and A. Hirose, "Averaged stokes vector based polarimetric sar data interpretation," IEEE Transactions on Geoscience and Remote SenSing, vol. 53, no. 8, pp. 4536-4547, Aug 2015
4. Fang Shang and A. Hirose, "Considerations on cit matrix-based polsar land classification and explorations on stokes vector-based method," in 2014 IEEE International Geoscience and Remote Sensing Symposium (IGARSS). July 2014, pp. 4576-4579
5. Nobuyuki Matsui, Teijiro Isokawa. Hiromi Kusamichi, Ferdinand Peper, and Haruhiko Nishimura, "Quaternion neural network with geometrical operators," J Intel/. Fuzzy Syst., vol. 15. no. 3,4, pp. 149-164, Dec. 2004
6. Fang Shang and A. Hirose, "Polsar land classification by using quaternion-valued neural networks." in 2013 AsiaPacific Conference on Synthetic Aperture Radar (APSAR), Sept 2013, pp. 593-596
7. Fang Shang and A. Hirose, "Quaternion neuralnetwork-based polsar land classification in poincaresphere-parameter space." IEEE Transactions on Geoscience and Remote SenSing, vol. 52, no. 9, pp. 5693-5703, Sept 2014.