[scikit-image] Techniques for Aligning images to GIS data

Joe Kington joferkington at gmail.com
Sat Jul 1 20:56:03 EDT 2017


You'll need to use geospatial software or libraries for this.  GDAL is your
best choice. gdal_translate with the -gcp option is what you want in this
case. You can do the equivalent from gdal's Python interface, but it's a
bit more involved. There's also a QGIS plugin to interactively build the
GDAL command, if you'd like to interactively select the coregistration
points.

On Jul 1, 2017 2:27 PM, "Vighnesh Birodkar" <vighneshbirodkar at gmail.com>
wrote:

> Hello
>
> Answering Michael's questions
>
> The images I have are already ortho rectified. I don't want to co register
> 2 images. I want to register an image with some GIS data (like Open Street
> Maps). So in that sense it is the problem of registering an image with a
> vector of features.
>
> Thanks for the pointer to the talk Juan.
>
> Thanks
> Vighnesh
>
> On Sat, Jul 1, 2017 at 3:07 AM, Juan Nunez-Iglesias <jni.soma at gmail.com>
> wrote:
>
>> Hi Vighnesh,
>>
>> There was a talk by Kat Scott from Planet at PyCon 2017. It’s great and
>> comes with a bunch of nice notebooks. I suspect it will be useful.
>>
>> Juan.
>>
>> On 1 Jul 2017, 2:16 AM +1000, K.-Michael Aye <kmichael.aye at gmail.com>,
>> wrote:
>>
>> I don’t know your status of knowledge, so I apologize if I state the
>> obvious.
>>
>> Your issue is that of the co-registration of images.
>>
>> You have to always decide what your “prime” or “truth” is. How was your
>> “GIS” data precisely located? How do you know it’s not that which is off?
>> (Even so, if you have “ground truth” measurements, they are usually more
>> precisely located than remote sensing data.
>>
>> Are the satellite images “map-projected” ? If so, against what ground
>> truth was that projection performed? What geographical coordinate system of
>> Earth was used for the map projection?
>>
>> This stackexchange might help.
>>
>> There are a bazillion books out there for that, don’t really have a
>> recommendation, mostly learned my stuff by internet searches. ;)
>>
>> HTH,
>> Michael
>>
>>
>> On Jun 30, 2017, at 09:49, Vighnesh Birodkar <vighneshbirodkar at gmail.com>
>> wrote:
>>
>> Hello
>>
>> Has anyone here worked with satellite images before ? I am dealing with
>> the problem of aligning satellite images to GIS data which can be off by
>> upto 15pixels. Could someone point me to good literature to read on the
>> topic ?
>>
>> Thanks
>> Vighnesh
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