Optimization by genetic algorithms for remote sensing imagery

Tongji Daxue Xuebao/Journal of Tongji University

Volumn 36, Issue 7, 2008, Pages 985-989

  Tong, Xiaohua ^a   Zhang, Xue ^a   Liu, Miaolong ^a  

^a TONGJI UNIVERSITY   (China)

Author keywords

Accuracy assessment; Artificial neural network; Back propagation; Genetic algorithm; Remote sensing classification

Indexed keywords

ALGORITHMS; ARTIFICIAL INTELLIGENCE; BACKPROPAGATION; BACKPROPAGATION ALGORITHMS; CLASSIFICATION (OF INFORMATION); CONVERGENCE OF NUMERICAL METHODS; CRACK PROPAGATION; GENETIC ALGORITHMS; IMAGE CLASSIFICATION; OPTIMIZATION; PROGRAMMING THEORY; REMOTE SENSING; SPACE OPTICS; STRUCTURAL OPTIMIZATION;

ACCURACY ASSESSMENT; ARTIFICIAL NEURAL NETWORK; BACK PROPAGATION NEURAL NETWORK; BACK-PROPAGATION NEURAL NETWORKS; CODING METHODS; CONNECTION WEIGHTS; EXPERIMENTAL TESTING; FLOAT CODING; GENETIC ALGORITHM; HIDDEN LAYERS; LANDSAT THEMATIC MAPPER; REMOTE SENSING CLASSIFICATION; REMOTE SENSING IMAGERY; SPECTRAL CHARACTERISTICS; VARIABLE LENGTHS;

NEURAL NETWORKS;

EID: 50049104506     PISSN: 0253374X     EISSN: None     Source Type: Journal    
DOI: None     Document Type: Article

References (9)

1. Hu Wusheng. Neural network theory and application in engineering[M].Beijing: Surveying and Mapping Press,2006.
2. Benediktsson A Jon, Swain H Philip, Ersoy K Okan. Neural network approaches versus statistical methods in classification of multisource remote sensing data[J]. IEEE Transactions on Geoscience and Remote Sensing,1990,28(4):540.
3. Chen Hua, Cheng Yunyan. Design and realization of the software of machining techniques manual[J]. Journal of Shaanxi University of Science and Technology: Natural Science,2004,22(2):45.
4. Mao Jianxu, Wang Yaonan. Remote sensing image classification based on neural network[J]. Measurement & Control Technology, 2001,20(5):29.
5. He Yongyong, Chu Fulei, Zhong Binglin. Artificial neural networks design and implementation based on evolutionary computation[J]. Control and Decision,2001,16(3):257.
6. Wang Xiaoping, Cao Liming. Genetic algorithms[M]. Xi'an: Xi'an Jiaotong University Press, 2002.
7. Gebhard Banko. A review of assessing the accuracy of classifications of remotely sensed data and of methods including remote sensing data in forest inventory[R][s.l.]. International Institute for Applied Systems Analysis(IIASA), 1998.
8. Sun Xiaoxia. Spatial data sampling and accuracy assessing of classification for thematic remote sensing image[D]. Beijing: Chinese Academy of Surveying & Mapping,2001.
9. Thomas M Lillesand, Ralph W Kiefer. Remote sensing and image interpretation[M]. 4th ed. Translated by PENG Wanglu, YU Xianchuan. Beijing: Publishing House of Electronics Industry,2003.