Adaptive digital technique for discriminating between shadow and water bodies in the high resolution satellite imagery
This research presents a new algorithm for classification the shadow and water bodies for high-resolution satellite images (4- meter) of Baghdad city, have been modulated the equations of the color space components C1-C2-C3. Have been using the color space component C3 (blue) for discriminating the...
| Main Author: | |
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| Format: | Article |
| Language: | English |
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University of Baghdad
2019-01-01
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| Series: | Iraqi Journal of Physics |
| Subjects: | |
| Online Access: | https://ijp.uobaghdad.edu.iq/index.php/physics/article/view/174 |
| _version_ | 1797871379553452032 |
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| author | Anaam Kadhim Hadi |
| author_facet | Anaam Kadhim Hadi |
| author_sort | Anaam Kadhim Hadi |
| collection | DOAJ |
| description |
This research presents a new algorithm for classification the
shadow and water bodies for high-resolution satellite images (4-
meter) of Baghdad city, have been modulated the equations of the
color space components C1-C2-C3. Have been using the color space
component C3 (blue) for discriminating the shadow, and has been
used C1 (red) to detect the water bodies (river). The new technique
was successfully tested on many images of the Google earth and
Ikonos. Experimental results show that this algorithm effective to
detect all the types of the shadows with color, and also detects the
water bodies in another color. The benefit of this new technique to
discriminate between the shadows and water in fast Matlab program.
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| first_indexed | 2024-04-10T00:42:59Z |
| format | Article |
| id | doaj.art-8128f91a2c9f4e7e82b1ecae12ef82f0 |
| institution | Directory Open Access Journal |
| issn | 2070-4003 2664-5548 |
| language | English |
| last_indexed | 2024-04-10T00:42:59Z |
| publishDate | 2019-01-01 |
| publisher | University of Baghdad |
| record_format | Article |
| series | Iraqi Journal of Physics |
| spelling | doaj.art-8128f91a2c9f4e7e82b1ecae12ef82f02023-03-14T05:30:30ZengUniversity of BaghdadIraqi Journal of Physics2070-40032664-55482019-01-01143110.30723/ijp.v14i31.174Adaptive digital technique for discriminating between shadow and water bodies in the high resolution satellite imageryAnaam Kadhim Hadi This research presents a new algorithm for classification the shadow and water bodies for high-resolution satellite images (4- meter) of Baghdad city, have been modulated the equations of the color space components C1-C2-C3. Have been using the color space component C3 (blue) for discriminating the shadow, and has been used C1 (red) to detect the water bodies (river). The new technique was successfully tested on many images of the Google earth and Ikonos. Experimental results show that this algorithm effective to detect all the types of the shadows with color, and also detects the water bodies in another color. The benefit of this new technique to discriminate between the shadows and water in fast Matlab program. https://ijp.uobaghdad.edu.iq/index.php/physics/article/view/174Remote Sensing Images, Shadow and Water Detection, Classification of High Resolution Images and Recognizing Patterns. |
| spellingShingle | Anaam Kadhim Hadi Adaptive digital technique for discriminating between shadow and water bodies in the high resolution satellite imagery Iraqi Journal of Physics Remote Sensing Images, Shadow and Water Detection, Classification of High Resolution Images and Recognizing Patterns. |
| title | Adaptive digital technique for discriminating between shadow and water bodies in the high resolution satellite imagery |
| title_full | Adaptive digital technique for discriminating between shadow and water bodies in the high resolution satellite imagery |
| title_fullStr | Adaptive digital technique for discriminating between shadow and water bodies in the high resolution satellite imagery |
| title_full_unstemmed | Adaptive digital technique for discriminating between shadow and water bodies in the high resolution satellite imagery |
| title_short | Adaptive digital technique for discriminating between shadow and water bodies in the high resolution satellite imagery |
| title_sort | adaptive digital technique for discriminating between shadow and water bodies in the high resolution satellite imagery |
| topic | Remote Sensing Images, Shadow and Water Detection, Classification of High Resolution Images and Recognizing Patterns. |
| url | https://ijp.uobaghdad.edu.iq/index.php/physics/article/view/174 |
| work_keys_str_mv | AT anaamkadhimhadi adaptivedigitaltechniquefordiscriminatingbetweenshadowandwaterbodiesinthehighresolutionsatelliteimagery |