Image georeferencing is the process of developing a model to transform from pixel coordinates into GIS coordinates such as meters on the ground.

Transcription

1 Image georeferencing is the process of developing a model to transform from pixel coordinates into GIS coordinates such as meters on the ground. Image rectification is the process of using your georeferencing model to output to a new raster in your GIS coordinates. 1

2 Notice there is a positive correlation between the pixel X and Map X while there is a negative correlation between the pixel Y (row direction) and the map Y (typically increasing to the north). 2

3 The affine transformtion is a typical georeferencing model. It works well for conditions that approximate a flat plane..aerial photography from a floodplain, a scanned map that had been corrected for topography, or satellite imagery. 3

4 Note that the coefficients C,F are translation for the center of the pixel from the first row, first column. A and E are scaling coefficients for X, Y and are typically the same value. 4

5 Scaling essentially assigns the proper pixel size to the rectified image in meters on the ground. 5

6 The rectification model can move the raster to a new map coordinate location. 6

7 The rectification model can rotate an image. A typical example of rotation is with a scanned aerial photograph or a satellite image where north is not straight up on the original raster. After rotation, the Y axis of the raster is correctly oriented up and down. 7

8 The world file contains the model coefficients for translation, scaling and rotation. 8

9 Here is an example you could duplicate. Start by creating a text file and then use the AscII to Raster tool to create a raster image. 9

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11 You must specify that you want to use text world file since the georeferencing model is typically written to the aux.xml file instead of a simple world file 11

12 By creating a world file, you create the rectification model that Arcmap will use on the fly when you add the raster to your arcmap data frame. 12

13 In this example, the X,Y scaling coefficients change from 25 to 100 meters, so the pixels in testcopy.tif are 4 X larger than those in test.tif in width and length. 13

14 Notice Arcmap moves the image based on the translation coefficients in the world file X translation was originally zero, so move to the right +10 meters, Y translation was originally 225, so move down 25 meters. 14

15 In this example, the pixel x,y scaling is 20 meters, the image is moved via the translation coefficients, and rotated via the +5,-5 rotation coefficients. 15

16 The georeferencing model puts the raster as 25-meter pixels with UTM coordinates of 500,000m =X 7,181,000 m =Y at center of upper left pixel. 16

17 To develop the rectification model, you supply links. Links are the original image X,Y coordinates and the map (projected coordinate system) coordinates for the same locations. You supply the image X,Y coordinates with your mouse cursor located somewhere on the original raster image. You then supply the associated map coordinates either by entering the map coordinate values or by pointing to a GIS feature that is in that map coordinate system. 17

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21 Here is an example. The first raster is in pixel coordinates (rows, cols) while the second raster is in UTM coordinates. We want to transform the first image so it is in the UTM coordinate system. 21

22 Find discrete locations that both images have in common to develop the links. 22

23 With a couple of links, the auto adjust develops a georeferencing modes and it is used in the display so then your job will be easier as the images approach good spatial co-registration. 23

24 The link table shows you re the overall error of your rectification model as well as the error from each link (how far each link is from the model s predicted location for that link). You can always fit a plane through 3 points, so you will always have an artificial RMS error of 0 with 3 links. 24

25 Here is one link error the distance between the actual UTM coordinate of a link and its UTM coordinate as predicted from the rectification model. 25

26 When the model RMS error is acceptable (less than one-pixel) then the two photos are spatially aligned. 26

27 Update georeferencing stores the model and is applied whenever you add the raster in Arcmap. Rectify uses the model to output to a new georeferenced raster. 27