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| Content Provider | IEEE Xplore Digital Library |
|---|---|
| Author | Dal Poz, A.P. Gallis, R.A.B. da Silva, J.F.C. |
| Copyright Year | 2004 |
| Abstract | This letter proposes a method for 3-D semiautomatic road extraction from a single image by dynamic programming (DP), which requires a form of relief representation such as digital terrain model. Unlike traditional DP methodologies, this method relies on the DP algorithm to carry out the optimization process in the object space rather than in the image space. Road features are traced in the object space, implying the need for a rigorous mathematical model between image- and object-space points. The operator must measure a few seed points in the image space to coarsely describe the roads, which are then transformed into object space to initialize the DP optimization process. The results showed that the method usually works properly, even in the presence of anomalies along roads. |
| Sponsorship | IEEE Geoscience and Remote Sensing Society |
| Starting Page | 796 |
| Ending Page | 800 |
| Page Count | 5 |
| File Size | 443231 |
| File Format | |
| ISSN | 1545598X |
| Volume Number | 7 |
| Issue Number | 4 |
| Language | English |
| Publisher | Institute of Electrical and Electronics Engineers, Inc. (IEEE) |
| Publisher Date | 2010-10-01 |
| Publisher Place | U.S.A. |
| Access Restriction | One Nation One Subscription (ONOS) |
| Rights Holder | Institute of Electrical and Electronics Engineers, Inc. (IEEE) |
| Subject Keyword | Roads Data mining Optimization methods Digital elevation models Curve fitting Solid modeling Dynamic programming Mathematical model Feature extraction Image color analysis remote sensing Dynamic programming (DP) feature extraction image analysis |
| Content Type | Text |
| Resource Type | Article |
| Subject | Electrical and Electronic Engineering Geotechnical Engineering and Engineering Geology |
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