Examples#

This pages shows some examples of segmentations that were created using orthoseg.

Ditches#

A POC of a segmentation of ditches using 0.25 m/pixel resolution hillshade and skyview data. The data is not available publicly at the moment.

Segmentation of ditches

Fruit#

A segmentation of fruit plants on aerial imagery of 0.25 m/pixel resolution. Main objective is to detect low stem fruit trees, but the training dataset also contains samples of berry bushes, grapevines and hop plants. High stem fruit trees are not included. The data is not available publicly at the moment.

Segmentation of fruit

This is an overview of the fruit segmentation of the Flemish region in Belgium.

Segmentation of fruit

Gardens#

A segmentation of gardens on orthophotos with 0.25 m/pixel resolution. Qualisty is not consistent everywhere due to the high variability in garden appearance. The data is not available publicly at the moment.

Segmentation of gardens

Greenhouses#

A segmentation of greenhouses on orthophotos with 0.25 m/pixel resolution. Temporary and permanent greenhouses are detected as seperate classes. The data is not available publicly at the moment.

Segmentation of greenhouses

Historic land use (Ferraris map, ~1778)#

A segmentation of historic land use. About 15 different uses are detected as seperate classes (e.g. arable land, grassland, forest, roads, buildings, water bodies, etc.). The map used is the Ferraris map created from 1771-1778.

The data is publicly available here.

Segmentation of historic land use

Historic linear features (Ferraris map, ~1778)#

A segmentation of historic linear features (e.g. rows of trees, hedgerows, rivers). The map used is the Ferraris map created from 1771-1778.

A derivative of this segmentation can be found here.

Segmentation of historic linear features

Historic point features (Ferraris map, ~1778)#

A segmentation of historic point-based information (e.g. water mills, wind mills, churches, chapels, etc.). The map used is the Ferraris map created from 1771-1778. The data is not available publicly at the moment.

Segmentation of historic point features

Horse pastures#

A segmentation of horse pastures on orthophotos with 0.25 m/pixel resolution. The data is not available publicly at the moment.

Segmentation of horse pastures

Another typical type of horse pastures, that is also being detected as horse pastures, are paddocks:

Segmentation of horse paddocks

Horse tracks#

A segmentation of horse tracks on orthophotos with 0.25 m/pixel resolution. The data is not available publicly at the moment.

Segmentation of horse tracks

Recreation fields#

A segmentation of recreation fields (e.g. soccer fields, tennis courts, etc.) on orthophotos with 0.25 m/pixel resolution. The data is not available publicly at the moment.

Here some examples of sport fields being detected:

Segmentation of recreation fields

This is an example of a golf course being detected:

Segmentation of recreation fields

Sealed surfaces#

A segmentation of sealed surfaces (e.g. roads, parking lots, buildings, etc.) on orthophotos with 0.25 m/pixel resolution. The data is not available publicly at the moment.

Segmentation of sealed surfaces

Tree crown segmentation#

A segmentation of tree crowns on orthophotos with 0.25 m/pixel resolution. The data is not available publicly at the moment.

Segmentation of tree crowns

Vegetable gardens#

A segmentation of (private use) vegetable gardens on orthophotos with 0.25 m/pixel resolution. The data is not available publicly at the moment.

Segmentation of vegetable gardens

Water bodies#

A segmentation of water bodies on orthophotos with 0.25 m/pixel resolution. The data is not available publicly at the moment.

Segmentation of water bodies

Woody landscape features#

This is actually a product created by postprocessing the tree crown segmentation, by using GIS analysis to distinguish isolated trees, rows of trees/hedgerows, groups of trees, forest edges and forests.

Segmentation of woody landscape features