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Road Network Extraction Methods from Remote Sensing Images: A Review Paper

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dc.contributor.author Patel, Miral J
dc.contributor.author Kothari, Ashish
dc.date.accessioned 2023-05-02T06:14:03Z
dc.date.available 2023-05-02T06:14:03Z
dc.date.issued 2022-07
dc.identifier.citation Patel, M.J., & Kothari, A. (2022) Road Network Extraction Methods from Remote Sensing Images: A Review Paper. International Journal of Next-Generation Computing, 13(2), 207-221. en_US
dc.identifier.issn 207-221
dc.identifier.uri http://10.9.150.37:8080/dspace//handle/atmiyauni/839
dc.description.abstract Remote Sensing images are consists of photographs of Earth or other planets captured by means of satellites, helicopter, rocket, drone etc.. The quality of remote sensing images depends on sensor, camera used to capture images and number of bands. Due to repaid development of technologies made possible to access very high resolution remote sensing images through Quick Bird, Ikonos and many more sources. The applications of high resolution remote sensing images mainly in agriculture, geology, forestry, regional planning, geographic map updating and in the military. Extensive investigation has been proposed to detect road features from remote sensing images. Roads are the backbone and essential modes of transportation, providing many different supports for human civilization. The research of road extraction is of great significance for traffic management, city planning, road monitoring, GPS navigation and map updating. To identify and distinguish roads elements from remote sensing images which have similar spectral characteristics type background objects like buildings, rivers, and trees is a challenging task. This paper presents a summary of various road network detection methods from Remote Sensing (RS) images with respect to resolution of test and training images, accuracy, road features, advantages and limitation of method. It also gives information about recent approaches to extract road network from remote sensing images. en_US
dc.language.iso en en_US
dc.publisher International Journal of Next-Generation Computing en_US
dc.subject Images classification en_US
dc.subject Image processing en_US
dc.subject Remote Sensing en_US
dc.subject Road Network Extraction en_US
dc.title Road Network Extraction Methods from Remote Sensing Images: A Review Paper en_US
dc.type Article en_US


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