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| ====== Multiresolution Segmentation ====== | ====== Multiresolution Segmentation ====== | ||
| - | This example shows how to perform multiple segmentation in the image, using coarse and fine resolutions. We use the three methods for segmentation currently available in InterIMAGE, namely //Region Growing//, //Baatz// and //Checkerboard//. | + | This example shows how to perform multiple segmentation in the image, using coarse and fine resolutions. We use three methods for segmentation currently available in InterIMAGE, namely //Region Growing//, //Baatz// and //Checkerboard//. |
| ===== Download ===== | ===== Download ===== | ||
| + | {{:interimage:examples:ta_interimage_examples_multiresolution_segmentation.zip}} | ||
| ===== Step-by-step ===== | ===== Step-by-step ===== | ||
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| Create a new project called "multiresolution_segmentation". | Create a new project called "multiresolution_segmentation". | ||
| - | After that create a structure to perform segmentation. We firstly created a node called "coarse_segmentation" which applies the //TerraAIDA_Region_Growing_Segmentation// operator. We also created three child nodes, called "fine_segmentation", "fine_checkerboard", and "background" with //TerraAIDA_Baatz_Segmentation//, //TerraAIDA_Checkerboard_segmentation// and "Dummy Top Down" operators respectively. The node "background" will be associated to the remaining elements. | + | Afterwards create a structure to perform segmentation. We initially create a node called "coarse_segmentation" which applies the //TA_Region_Growing_Segmentation// operator. We also create three child nodes, called "fine_segmentation", "fine_checkerboard", and "background" with //TA_Baatz_Segmentation//, //TA_Checkerboard_segmentation// and "Dummy Top Down" operators respectively. The node "background" will be associated to the remaining elements. |
| {{:interimage:examples:nodes_multiresolution_segmentation.png?600}} | {{:interimage:examples:nodes_multiresolution_segmentation.png?600}} | ||
| The segmentation parameters used were: | The segmentation parameters used were: | ||
| - | * //coarse_segmentation// (TerraAIDA_Region_Growing_Segmenter) | + | * //coarse_segmentation// (TA_Region_Growing_Segmenter) |
| - | * Euclidean distance threshold: 40 | + | * Euclidean Distance threshold: 40 |
| - | * Segments minimun size: 200 | + | * minimum segment size: 200 |
| - | * //fine_segmentation// (TerraAIDA_Baatz_Segmenter) | + | * //fine_segmentation// (TA_Baatz_Segmenter) |
| * Compactness weight: 0.5 | * Compactness weight: 0.5 | ||
| * Color weight: 0.5 | * Color weight: 0.5 | ||
| * Scale parameter: 20 | * Scale parameter: 20 | ||
| * Decision rule: | * Decision rule: | ||
| - | * mean('b1') < 230 AND mean('b2') < 230 AND mean('b3') < 230 | + | * mean('b1') < 240 AND mean('b2') < 240 AND mean('b3') < 240 |
| - | * //fine_checkerboard// (TerraAIDA_CheckerBoard) | + | * //fine_checkerboard// (TA_CheckerBoard) |
| * Number of grid lines: 10 | * Number of grid lines: 10 | ||
| * Number of grid columns: 10 | * Number of grid columns: 10 | ||
| * Decision rule: | * Decision rule: | ||
| - | * ratio('b1') < 0.4 | + | * ratio('b1') > 0.4 |
| * //background// (Dummy TopDown) | * //background// (Dummy TopDown) | ||
| Insert these rules in the nodes, by clicking in //TopDown Decision Rule//. Note: Select the option **No Merge**, as the //Lower-level Rule// for all Top Down nodes. | Insert these rules in the nodes, by clicking in //TopDown Decision Rule//. Note: Select the option **No Merge**, as the //Lower-level Rule// for all Top Down nodes. | ||
| - | {{:interimage:examples:fine_segmentation_multiresolution_segmentation.png}} | + | {{:interimage:examples:new_fine_segmentation_multiresolution_segmentation.png?400}} |
| - | After running your project, the result should be as the following figure: | + | After running your project, the result should look as the following figure: |
| + | |||
| + | {{:interimage:examples:result_multiresolution_segmentation.png?600}} | ||
