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David Youssefi
otb
Commits
6c140d41
Commit
6c140d41
authored
16 years ago
by
Emmanuel Christophe
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DOC: updating documentation after refactoring road extraction filters
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Code/FeatureExtraction/otbGenericRoadExtractionFilter.h
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Code/FeatureExtraction/otbGenericRoadExtractionFilter.h
Code/FeatureExtraction/otbRoadExtractionFilter.h
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Code/FeatureExtraction/otbRoadExtractionFilter.h
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Code/FeatureExtraction/otbGenericRoadExtractionFilter.h
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* the road directions. Finally, extracted roads are vectorized and
* processed to improve the results removing some occultations and false
* detections.
*
* The full method is detailled in E. Christophe and J. Inglada, "Robust Road
* Extraction for High Resolution Satellite Images," in IEEE International
* Conference on Image Processing, ICIP’07, 2007.
*
* This filter is fast, as the detection typically takes 3 seconds for a
* 1000 \f$ \times \f$ 1000 images with four spectral bands. Results can be
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Code/FeatureExtraction/otbRoadExtractionFilter.h
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* \brief This class performs the extraction of roads from an image.
*
* This composite filter implements a fast and robust road extraction
* for high resolution satellite images. The algorithm uses all spectral
* for high resolution satellite images. This is a composite filter using the
* SpectralAngleDistanceImageFilter and the GenericRoadExtractionFilter and is
* intended to be used with optical high resolution data. The full method is
* described in E. Christophe and J. Inglada, "Robust Road Extraction for High
* Resolution Satellite Images," in IEEE International Conference on
* Image Processing, ICIP 2007.
*
* The algorithm uses all spectral
* bands based on the spectral angle with a reference pixel. Then, the line
* detection is done using a Gaussian gradient with a scalar product to find
* the road directions. Finally, extracted roads are vectorized and
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* used as an initialization for more complex algorithms.
*
* \sa SpectralAngleDistanceImageFilter
* \sa itk::SqrtImageFilter
* \sa itk::GradientRecursiveGaussianImageFilter
* \sa NeighborhoodScalarProductFilter
* \sa RemoveIsolatedByDirectionFilter
* \sa RemoveWrongDirectionFilter
* \sa NonMaxRemovalByDirectionFilter
* \sa VectorizationPathListFilter
* \sa SimplifyPathListFilter
* \sa BreakAngularPathListFilter
* \sa RemoveTortuousPathListFilter
* \sa LinkPathListFilter
* \sa LikehoodPathListFilter
* \sa GenericRoadExtractionFilter
*/
template
<
class
TInputImage
,
class
TOutputPath
>
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