I am looking for software that is capable of stitching together large number of aerial photographs. The photos are taken with a high quality DSLR from a small helicopter, they cover about 100 meters, they have a small amount of overlap, they also have location data stored in the exif header, are about 7 mb in size, and there are usually around 30000 of them. I was just wondering if anyone had any suggestions.
So far I have tried:
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Autopano Giga 3 – no good results yet just some weird stitches
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Palentier (yes I know it doesn't really stitch the photos) – Hard to use as I am lacking the direction info, and height above ground info in my exif headers. The height above ground can be calculated by subtracting the ground elevation from the elevation stored in the photo exif but all photos must have the same subtraction value and the terrain height varies greatly.
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Agisoft Photoscan – Doesn't like the large amount of images, but I am currently trying it with smaller batches.
Best Answer
There is Open Drone Map, that calls itself "Open Source Toolkit for processing Civilian Drone Imagery".
You can run it in docker container and you will get your own aerial photography service in the cloud.
Or you could try DroneDeploy cloud service, you can upload your photos to their cloud and get up to 5 maps for free per month.
Besides just getting orthomosaic photo, you can also get elevation maps and 3D maps which will blow your mind.
ImageMagick
supports: Large image support: read, process, or write mega-, giga-, or tera-pixel image sizes.
command --line will the most efficient way to do this:
(via -layers method)
merge
mosaic
http://www.imagemagick.org/script/command-line-options.php#layers
Most OS Platforms supported
ImageMagick 6.8.6-10 available from http://www.imagemagick.org/download
You might want to look at Microsoft ICE. Its free, but its not a geospatial solution. I have used it with good success. It will make a good mosaic, and then you can reference the mosaic.
The best (commercial) product I have encountered for mosaicing images is Erdas Imagine's Mosaic Pro (MP). There are several features of MP that I particularly like: