The use of object oriented image analysis automatic extraction of unpaved roads in updating road maps: a lesson for the department of the Surveyor general
This paper exhibits a method for extraction of unpaved roads from high resolution Pleiadis satellite imagery using Object Oriented Image Analysis (OOIA). The study area is Woodlands in Gweru Zimbabwe. Using ENVI EX, a rule based classification was performed. Classification rules were made from unpav...
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| Language: | English |
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Midlands State University
2018
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| Online Access: | http://hdl.handle.net/11408/3148 |
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| _version_ | 1779905264786341888 |
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| author | Zvatapiwa, Moyo |
| author_facet | Zvatapiwa, Moyo |
| author_sort | Zvatapiwa, Moyo |
| collection | DSpace |
| description | This paper exhibits a method for extraction of unpaved roads from high resolution Pleiadis satellite imagery using Object Oriented Image Analysis (OOIA). The study area is Woodlands in Gweru Zimbabwe. Using ENVI EX, a rule based classification was performed. Classification rules were made from unpaved roads properties, by utilizing combination between unique multispectral bands, principal components and also utilizing combination of geometric attributes like width, length, neighbor and asymmetry and contextual ones. The outcome demonstrates that the OOIA algorithm effectively extracts unpaved roads from satellite images. |
| id | ir-11408-3148 |
| institution | My University |
| language | English |
| publishDate | 2018 |
| publisher | Midlands State University |
| record_format | dspace |
| spelling | ir-11408-31482022-06-27T13:49:05Z The use of object oriented image analysis automatic extraction of unpaved roads in updating road maps: a lesson for the department of the Surveyor general Zvatapiwa, Moyo Pleiadis satellite Road maps Satellite images This paper exhibits a method for extraction of unpaved roads from high resolution Pleiadis satellite imagery using Object Oriented Image Analysis (OOIA). The study area is Woodlands in Gweru Zimbabwe. Using ENVI EX, a rule based classification was performed. Classification rules were made from unpaved roads properties, by utilizing combination between unique multispectral bands, principal components and also utilizing combination of geometric attributes like width, length, neighbor and asymmetry and contextual ones. The outcome demonstrates that the OOIA algorithm effectively extracts unpaved roads from satellite images. 2018-09-07T10:54:58Z 2018-09-07T10:54:58Z 2018 http://hdl.handle.net/11408/3148 en open Midlands State University |
| spellingShingle | Pleiadis satellite Road maps Satellite images Zvatapiwa, Moyo The use of object oriented image analysis automatic extraction of unpaved roads in updating road maps: a lesson for the department of the Surveyor general |
| title | The use of object oriented image analysis automatic extraction of unpaved roads in updating road maps: a lesson for the department of the Surveyor general |
| title_full | The use of object oriented image analysis automatic extraction of unpaved roads in updating road maps: a lesson for the department of the Surveyor general |
| title_fullStr | The use of object oriented image analysis automatic extraction of unpaved roads in updating road maps: a lesson for the department of the Surveyor general |
| title_full_unstemmed | The use of object oriented image analysis automatic extraction of unpaved roads in updating road maps: a lesson for the department of the Surveyor general |
| title_short | The use of object oriented image analysis automatic extraction of unpaved roads in updating road maps: a lesson for the department of the Surveyor general |
| title_sort | use of object oriented image analysis automatic extraction of unpaved roads in updating road maps: a lesson for the department of the surveyor general |
| topic | Pleiadis satellite Road maps Satellite images |
| url | http://hdl.handle.net/11408/3148 |
| work_keys_str_mv | AT zvatapiwamoyo theuseofobjectorientedimageanalysisautomaticextractionofunpavedroadsinupdatingroadmapsalessonforthedepartmentofthesurveyorgeneral AT zvatapiwamoyo useofobjectorientedimageanalysisautomaticextractionofunpavedroadsinupdatingroadmapsalessonforthedepartmentofthesurveyorgeneral |