Hi Vigresh,

You can try Geopandas and Georasters which are specialized packages for GIS.

Best,

Ömer

Sent from my mobile
Please excuse any typos

> On Jul 1, 2017, at 7:56 PM, Joe Kington <joferking...@gmail.com> wrote:
> 
> 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" <vighneshbirod...@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.s...@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....@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 <vighneshbirod...@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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