Yes, you can straighten a perspective photo of a document using Hugin's 
horizontal and vertical control points, and by setting both the input and 
output projection to 'rectilinear'.

But I don't use Hugin for this. I would open the photo in an image editor, such 
as GIMP, and use the 'perspective tool'.
If you are using GIMP, be sure to set the perspective tool to 'Corrective 
(Backward)', this way all you have to do is drag the four corners of the 
selection to the four corners of the paper.

Note that the GIMP documentation claims that it doesn't do true perspective. 
This is wrong, the GIMP homography distortion is identical to that provided by 
Hugin.

Happy new year! 🎉

-- 
Bruno


On 1 January 2020 07:04:35 CET, Milind Purohit wrote:
>Frequently one needs a nicely scanned image of a document, but only a cell 
>phone is handy.
>It seems that Hugin can convert a photo of a page by appropriate stretching 
>to a nicely rendered rectangular scanned image.
>Is this possible, and if so how to do it? 

-- 
A list of frequently asked questions is available at: 
http://wiki.panotools.org/Hugin_FAQ
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