Trace vector contours from a scanned map
Revision as of 17:35, 6 December 2011 by Neteler
Import a scanned map image
- To save processing later you might want to mask out obvious text and other noise in a paint program first.
- For example, load the image into the GIMP and cut away boxes of text, etc. If you are interested in a specific feature (such as solid black contour lines) you might try to isolate those by "Select -> By color" to pick out everything black, then "Select -> Invert" to pick everything that isn't black, and then "Edit -> Cut" to remove those parts of the image that we are not interested in. It helps if the original image starts with an indexed color palette. You also have the option of using GRASS's r.mapcalc module and other raster analysis modules to simplify the image after import. (see below)
- The Magic Wand select tool may be of great help here as well.
- If the orignal file was a GeoTIFF, the paint program will typically strip off any geocoding metadata upon re-save. You can read those off with gdalinfo and reapply with gdal_translate, or use the original image+gdal_translate to create a TFW world file which can be used on the new image. Another option is to dump the metadata to a file with the listgeo program and reapply to the new image with the geotifcp program. Both these come with the libgeotiff software distribution. If using these tools it is important not to alter the dimensions of the image. See the GeoTIFF FAQ for more information.
Import into GIS
- Import image into GRASS (probably into a simple XY location)
- Georectify map using GUI georectifier or i.points + i.rectify
- Switch to target location
- We now have a registered raster map containing a 300 dpi scan of our A0 sized paper map
Convert to vector map
Isolate contour lines
(see also pre-processing hints above)
- Check how many categories (map colors)
- 8 colors
- Zoom to the map's bounds
- Display map (command line version)
d.mon x0 d.rast chart
- Query map values (command line version)
- black is category 1
- Create a reclass map, with just the black lines
r.reclass in=chart out=chart_black << EOF 1 = 1 black EOF
Prepare raster for conversion
- Thin the lines to be 1 raster cell wide
r.thin in=chart_black out=chart_black.thinned
- Sometimes it helps to "grow" the contours before thinning, especially when the scan is not of high quality and contours have "breaks" in them. Note that you may have to repeatedly try different radius values to get the desired effect.
r.grow in=chart out=chart_grown radius=n_cells
Run the conversion
- Convert raster lines to vector lines
r.to.vect -s in=chart_black.thinned out=chart_lines
Clean vector map
- Remove any dangles smaller than 1km
v.clean in=chart_lines out=chart_lines_cleaned tool=rmdangle thresh=1000
- Remove known grid lines
v.mkgrid v.buffer v.overlay ain=scanned_lines bin=buffered_grid operator=not
- Clean by hand in with the digitizing tool
- or the QGIS GRASS vector editor
- Connect lines which were broken at dangles
v.build.polylines -q in=chart_lines_cleaned out=chart_polyline
Remove short line segments
- Add category numbers to lines
v.category in=chart_polyline out=chart_polyline_cat type=line
- Create a DB table to hold line length values
v.db.addtable chart_polyline_cat columns="length_km DOUBLE PRECISION"
- Upload line lengths to DB table
v.to.db chart_polyline_cat type=line option=length units=k column=length_km
- Extract line features longer than 5km (cleans out the noise)
v.extract in=chart_polyline_cat out=chart_lines_5km type=line where="length_km > 5"
- Display result over raster chart (command line version)
d.vect chart_lines_5km color=red width=2
- Export as a shapefile
v.out.ogr in=chart_lines_5km dsn=chart_lines_gt5km
- View shapefile in QuantumGIS
Convert to DEM
- See the Contour lines to DEM wiki page.