Monday, April 13, 2015

Resampling a single GeoTiff image in QGIS

QGIS comes bundled with GDAL tools which you can use to resample one or more raster images, though the QGIS menu labels may be a little unclear.

To resample an geo image in QGIS, do the following:

  1. Start QGIS. Optional. Load in a geo image file to resample.

  2. Select Raster | Projections | Warp (Reproject).

    The Warp (Reproject) dialog box appears.

  3. In the Input file field, click Select. Browse and select the source file, e.g. UTM2GTIF.tif.
  4. In the Output file field, click Select. Type in the destination file e.g. ResampleUTM2GTIF.tif.
  5. Toggle on Resize.
  6. In the Width field, type in the destination width in pixels e.g. 100.
  7. In the Height field, type in the destination height in pixels e.g. 133.

  8. Click OK.

    The source file is resampled.

Tuesday, April 7, 2015

Using RawTherapee RGB curves to make color corrections to aerial photographs

Besides graphics editing software like Photoshop and Gimp, the free and open source raw image format processing software RawTherapee (see can be used to correct color cast problems in aerial photographs due to atmospheric haze or sensor problems. An example of an image with a color cast problem is shown below. The sample can be downloaded from,_1966.jpg.
Aerial photograph courtesy of
RawTherapee has the RGB curves function that can be used to easily correct the color cast problem.

The trick to solving the color cast problem is to adjust the RGB curves to ensure the color gray values have the same RGB values.  If a gray color feature in the image e.g. an asphalt road has unequal RGB values, then the image has a color cast problem. Some times, it may be necessary to adjust the curves in the middle, dark, and/or light tones. The following example illustrates how to correct the color cast problem using RawTherapee.

  1. Start RawTherapee. Load the image.

  2. Click the Color tab on the right pane. Then click RGB Curves as shown below.

  3. Move the screen pointer around the image. Observe the RGB % values in the Navigator pane on the left when the pointer is on a mid tone gray colored feature e.g. paved road.

    Note: in this example, the RGB values are 67.5%, 63.5%, and 82.4%. The numbers indicate that there is a blue cast in the mid tone values, i.e. the blues are too high and will have to be lowered. The red and green values are alright (maybe the reds need to be lowered just a tad).
  4. In the RGB Curves, choose the Blue Channel Control Cage as shown below.

  5. Drag down the blue curve in the middle tone area. Move the cursor to the mid tone gray color feature and observe the adjusted RGB values in the Navigator pane underneath the screen pointer. Readjust the blue curve if necessary until the RGB values are about equal.

  6. I decided to adjust the mid tone red curve a little. So in the RGB Curves pane, click the Red Channel Control cage. Drag down the red curve in the mid tone area slightly and observe the adjusted RGB values in the Navigator pane. Readjust until the RGB values are about equal.

  7. No adjustment is necessary for the light tones since the color cast seems to be minimal. However the dark tones seem to need a little more red values as shown in the screenshot below.

  8. In the RGB Curves pane, drag the red curve in the dark tones slightly up. When the RGB values are about equal, the correction is complete.

    Note: after every change, always move the cursor to the dark area and check the adjusted RGB values in the Navigator pane.
  9. Now to apply the color correction, send the job to the queue and generate the image in your desired format e.g. JPEG.

    The color corrected image is created.