Automated road network extraction using artificial neural network

International Conference on Recent Trends in Information Technology, ICRTIT 2011

Volumn , Issue , 2011, Pages 1061-1065

  Kirthika, A ^a   Mookambiga, A ^a  

^a ANNA UNIVERSITY   (India)

Author keywords

Back Propagation Neural Network; Generalized Delta Rule; Gray Level Co Occurrence Matrix; Road Raster Map; Textural Parameters

Indexed keywords

BACK PROPAGATION NEURAL NETWORKS; GENERALIZED DELTA RULE; GRAY LEVEL CO-OCCURRENCE MATRIX; RASTER MAP; TEXTURAL PARAMETERS;

FEATURE EXTRACTION; INFORMATION TECHNOLOGY; MOTOR TRANSPORTATION; OBJECT RECOGNITION; PIXELS; ROADS AND STREETS; SATELLITES; TEXTURES;

NEURAL NETWORKS;

EID: 80052213570     PISSN: None     EISSN: None     Source Type: Conference Proceeding    
DOI: 10.1109/ICRTIT.2011.5972323     Document Type: Conference Paper

References (14)

1. Anil P.N, Dr. Natarajan S (2010), "Automatic Road Extraction from High Resolution Imagery Based On Statistical Region Merging and Skeletonization" International Journal of Engineering Science and Technology Vol. 2(3), 165-171
2. Arpad Barsia, Christian Heipke (2003), "Artificial Neural Networks for the detection of road junctions in aerial images" International Society for Photogrammetry and Remote Sensing Archives, Vol. XXXIV, Part 3/W8, 17.-19
3. Bong D.B.L, Lai K.C, and Joseph A (2009), "Automatic Road Network Recognition and Extraction for Urban Planning" World Academy of Science, Engineering and Technology Issue53
4. Farnood ahmadi F, Mokhtarzade M, Valadan Zoej M.J, Ebadi H (2008), "Road extraction from high resolution satellite images using Image Processing Algorithms and CAD based environment facilities" Journal of Applied Sciences 8(17):2975-2982
5. Hongbin Ma, Yahong Zhao, Qun He (2008), "Road Extraction From High Resolution Remote Sensing Image Based On Mathematics Morphology And Seed Growth "The International Archives of the Photogrammetry, Remote Sensing and Spatial Information Sciences. Vol. XXXVII. Part B3b
6. Letitia S, Elwin Chandra Monie (2010), "Adaptive Structuring Element in FuzzyMorphology for Automatic Extraction of Urban Road Network from High Resolution Aerial Images" International Journal of Engineering Science and Technology Vol. 2(9), 4182-4191
7. Matteo Negri, Paolo Gamba, Gianni Lisini, and Florence Tupin (2006), "Junction-Aware Extraction and Regularization of Urban Road Networks in High-Resolution SAR Images" IEEE Transactions On Geoscience And Remote Sensing, Vol. 44, No. 10
8. Mena J.B (2003), "State of the art on automatic road extraction for GIS update: a novel classification", Pattern Recognition Letters, 24(16), pp. 3037-3058
9. Mena J.B, and Malpica J.A (2005), "An automatic method for road extraction in rural and semi-urban areas starting from high resolution satellite imagery". Pattern Recognition Letters. 26(9), pp. 1201-1220
10. Mingjun Song and Daniel Civco (2004), "Road Extraction Using SVM and Image Segmentation" Photogrammetric Engineering & Remote Sensing Vol. 70, No. 12, pp. 1365-1371
11. Mokhtarzade, M., Ebadi, H., and Valadan Zoej, M.J., "Road Detection from High-Resolution Satellite Images Using Texture Parameters in Neural Network". First Joint Congress on Fuzzy and Intelligent Systems 2007
12. Mohammadzadeh, Valadan Zoej M.J, Tavakoli A (2008), "Automatic Main Road Extraction from High Resolution Satellite Imageries by Means of Self-Learning Fuzzy-GA Algorithm", Journal of Applied Sciences Vol: 8 Issue: 19: 3431-3438
13. Mokhtarzade M, Valadan Zoej M. J, Ebadi H (2008), "Automatic Road Extraction from High Resolution Satellite Images Using Neural Networks, Texture analysis, Fuzzy clustering and Genetic Algorithms". The International Archives of the Photogrammetry, Remote Sensing and Spatial Information Sciences. Vol. XXXVII
14. Sahar Movaghati, Alireza Moghaddamjoo, Ahad Tavakoli (2010), "Road Extraction From Satellite Images Using Particle Filtering and Extended Kalman Filtering" IEEE Transactions On Geoscience And Remote Sensing, Vol. 48, No. 7