A rule based approach for detecting bridges from high resolution electro-optic satellite images Yüksek çözünürlüklü elektro-opti̇k i̇mgelerde köprü tespi̇ti̇ i̇çi̇n kural tabanli bi̇r yaklaşim

Date

2012-07-09

Author

Gedik, Ekin
Çinar, Umut
Karaman, Ersin
Yardimci, Yasemin
Halıcı, Uğur
Pakin, Kubilay

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This work is licensed under a Creative Commons Attribution-NonCommercial-NoDerivatives 4.0 International License.

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In this study, an automatic and rule based approach which extracts bridges over water in satellite images is developed. To find the bridges in the image, possible water regions are first found using thresholding and clustering methods. Candidate bridge regions are then extracted by applying morphological operations to the water mask. Also the algorithm proposes an optional verification step that uses geometric constraints and orientation information to increase precision values. The proposed algorithm is tested on different satellite images and the quantitative and visual results that were obtained showed that the algorithm is effective on extracting bridges of different sizes. © 2012 IEEE.

Subject Keywords

Bridges, Satellites, Feature extraction, Remote sensing, Image resolution, Clustering algorithms, Electrooptical waveguides

URI

https://hdl.handle.net/11511/57247

DOI

https://doi.org/10.1109/siu.2012.6204808

Conference Name

2012 20th Signal Processing and Communications Applications Conference (SIU)

Collections

Graduate School of Informatics, Conference / Seminar

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Citation Formats

E. Gedik, U. Çinar, E. Karaman, Y. Yardimci, U. Halıcı, and K. Pakin, “A rule based approach for detecting bridges from high resolution electro-optic satellite images Yüksek çözünürlüklü elektro-opti̇k i̇mgelerde köprü tespi̇ti̇ i̇çi̇n kural tabanli bi̇r yaklaşim,” presented at the 2012 20th Signal Processing and Communications Applications Conference (SIU), Mugla, Turkey, 2012, Accessed: 00, 2020. [Online]. Available: https://hdl.handle.net/11511/57247.